/* Generated by Cython 0.23.4 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [
            "include/deps.hpp", 
            "include/evolve_regions.hpp", 
            "include/internal/callbacks.hpp", 
            "include/internal/internal.hpp", 
            "include/metapop.hpp", 
            "include/neutral.hpp", 
            "include/sample.hpp", 
            "include/trajectories.hpp", 
            "include/types.hpp"
        ], 
        "extra_compile_args": [
            "-std=c++11", 
            "-fopenmp", 
            "-DFWDPP_VERSION=\"0.4.4\"", 
            "-DGSL_VERSION=\"1.16\"", 
            "-DPACKAGE_VERSION=\"0.0.1\""
        ], 
        "extra_link_args": [
            "-std=c++11", 
            "-fopenmp"
        ], 
        "include_dirs": [
            ".", 
            "include", 
            ".."
        ], 
        "language": "c++", 
        "libraries": [
            "gsl", 
            "gslcblas"
        ], 
        "sources": [
            "fwdpy/fwdpy/sample.cc", 
            "fwdpy/fwdpy/neutral.cc", 
            "fwdpy/fwdpy/deps.cc", 
            "fwdpy/fwdpy/evolve_regions.cc", 
            "fwdpy/fwdpy/trajectories.cc"
        ]
    }
}
END: Cython Metadata */

#define PY_SSIZE_T_CLEAN
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000)
    #error Cython requires Python 2.6+ or Python 3.2+.
#else
#define CYTHON_ABI "0_23_4"
#include <stddef.h>
#ifndef offsetof
#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
#define CYTHON_COMPILING_IN_PYPY 1
#define CYTHON_COMPILING_IN_CPYTHON 0
#else
#define CYTHON_COMPILING_IN_PYPY 0
#define CYTHON_COMPILING_IN_CPYTHON 1
#endif
#if !defined(CYTHON_USE_PYLONG_INTERNALS) && CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000
#define CYTHON_USE_PYLONG_INTERNALS 1
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
#define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyType_Type
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
#else
  #define CYTHON_PEP393_ENABLED 0
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
#endif
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
  #endif
#endif
#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
#else
  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
#endif
#if PY_VERSION_HEX >= 0x030500B1
#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
#elif CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
typedef struct {
    unaryfunc am_await;
    unaryfunc am_aiter;
    unaryfunc am_anext;
} __Pyx_PyAsyncMethodsStruct;
#define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
#else
#define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)

#ifndef __cplusplus
  #error "Cython files generated with the C++ option must be compiled with a C++ compiler."
#endif
#ifndef CYTHON_INLINE
  #define CYTHON_INLINE inline
#endif
template<typename T>
void __Pyx_call_destructor(T& x) {
    x.~T();
}
template<typename T>
class __Pyx_FakeReference {
  public:
    __Pyx_FakeReference() : ptr(NULL) { }
    __Pyx_FakeReference(const T& ref) : ptr(const_cast<T*>(&ref)) { }
    T *operator->() { return ptr; }
    operator T&() { return *ptr; }
  private:
    T *ptr;
};

#if defined(WIN32) || defined(MS_WINDOWS)
  #define _USE_MATH_DEFINES
#endif
#include <math.h>
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif


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

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

#define __PYX_HAVE__fwdpy__fwdpy
#define __PYX_HAVE_API__fwdpy__fwdpy
#include <vector>
#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#include <utility>
#include "string.h"
#include <string>
#include <memory>
#include <map>
#include "gsl/gsl_rng.h"
#include "fwdpp/forward_types.hpp"
#include "fwdpp/sugar/popgenmut.hpp"
#include "fwdpp/sugar/generalmut.hpp"
#include "fwdpp/sugar/sampling.hpp"
#include "fwdpp/extensions/callbacks.hpp"
#include "internal/callbacks.hpp"
#include "internal/internal.hpp"
#include "types.hpp"
#include "neutral.hpp"
#include "sample.hpp"
#include "deps.hpp"
#include "metapop.hpp"
#include "evolve_regions.hpp"
#include "trajectories.hpp"
#include "stdio.h"
#include "pythread.h"
#include <algorithm>
#include <iterator>
#include "stdlib.h"
#include "pystate.h"
#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
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
                                v == (type)PY_SSIZE_T_MIN)))  ||\
    (sizeof(type) == sizeof(Py_ssize_t) &&\
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
                               v == (type)PY_SSIZE_T_MAX)))  )
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER) && defined (_M_X64)
    #define __Pyx_sst_abs(value) _abs64(value)
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyObject_AsSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
#if PY_MAJOR_VERSION < 3
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
{
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#else
#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
#endif
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_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*) "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;


static const char *__pyx_f[] = {
  "fwdpy/regions.pyx",
  "fwdpy/classes.pyx",
  "fwdpy/slim.pyx",
  "fwdpy/views.pyx",
  "fwdpy/evolve_simple.pyx",
  "fwdpy/sampling.pyx",
  "fwdpy/evolve_regions.pyx",
  "fwdpy/trajectories.pyx",
  "fwdpy/copy.pyx",
  "fwdpy/fwdpy.pyx",
  "array.pxd",
  "stringsource",
  "fwdpy/fwdpy.pxd",
  "fwdpy/internal/internal.pxd",
  "type.pxd",
  "bool.pxd",
  "complex.pxd",
};
struct __pyx_memoryview_obj;
typedef struct {
  struct __pyx_memoryview_obj *memview;
  char *data;
  Py_ssize_t shape[8];
  Py_ssize_t strides[8];
  Py_ssize_t suboffsets[8];
} __Pyx_memviewslice;

#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;

#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __pyx_atomic_int_type int
#if CYTHON_ATOMICS && __GNUC__ >= 4 && (__GNUC_MINOR__ > 1 ||\
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL >= 2)) &&\
                    !defined(__i386__)
    #define __pyx_atomic_incr_aligned(value, lock) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_aligned(value, lock) __sync_fetch_and_sub(value, 1)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER) && 0
    #include <Windows.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type LONG
    #define __pyx_atomic_incr_aligned(value, lock) InterlockedIncrement(value)
    #define __pyx_atomic_decr_aligned(value, lock) InterlockedDecrement(value)
    #ifdef __PYX_DEBUG_ATOMICS
        #pragma message ("Using MSVC atomics")
    #endif
#elif CYTHON_ATOMICS && (defined(__ICC) || defined(__INTEL_COMPILER)) && 0
    #define __pyx_atomic_incr_aligned(value, lock) _InterlockedIncrement(value)
    #define __pyx_atomic_decr_aligned(value, lock) _InterlockedDecrement(value)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using Intel atomics"
    #endif
#else
    #undef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 0
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Not using atomics"
    #endif
#endif
typedef volatile __pyx_atomic_int_type __pyx_atomic_int;
#if CYTHON_ATOMICS
    #define __pyx_add_acquisition_count(memview)\
             __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock)
#else
    #define __pyx_add_acquisition_count(memview)\
            __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#endif


/*--- Type declarations ---*/
#ifndef _ARRAYARRAY_H
struct arrayobject;
typedef struct arrayobject arrayobject;
#endif
struct __pyx_obj_5fwdpy_8internal_8internal_shwrappervec;
struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper;
struct __pyx_obj_5fwdpy_5fwdpy_poptype;
struct __pyx_obj_5fwdpy_5fwdpy_singlepop;
struct __pyx_obj_5fwdpy_5fwdpy_metapop;
struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec;
struct __pyx_obj_5fwdpy_5fwdpy_popcont;
struct __pyx_obj_5fwdpy_5fwdpy_popvec;
struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv;
struct __pyx_obj_5fwdpy_5fwdpy_mpopvec;
struct __pyx_obj_5fwdpy_5fwdpy_GSLrng;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;
struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data;
struct __pyx_t_5fwdpy_5fwdpy_gamete_data;
struct __pyx_t_5fwdpy_5fwdpy_diploid_data;
struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data;

/* "fwdpy/fwdpy.pxd":143
 * 
 * #Typedefs for convenience
 * ctypedef vector[popgenmut].iterator mcont_t_itr             # <<<<<<<<<<<<<<
 * ctypedef vector[mcont_t_itr] mut_container_t
 * ctypedef vector[gamete_t].iterator gcont_t_itr
 */
typedef std::vector<KTfwd::popgenmut> ::iterator __pyx_t_5fwdpy_5fwdpy_mcont_t_itr;

/* "fwdpy/fwdpy.pxd":144
 * #Typedefs for convenience
 * ctypedef vector[popgenmut].iterator mcont_t_itr
 * ctypedef vector[mcont_t_itr] mut_container_t             # <<<<<<<<<<<<<<
 * ctypedef vector[gamete_t].iterator gcont_t_itr
 * ctypedef vector[diploid_t].iterator dipvector_t_itr
 */
typedef std::vector<__pyx_t_5fwdpy_5fwdpy_mcont_t_itr>  __pyx_t_5fwdpy_5fwdpy_mut_container_t;

/* "fwdpy/fwdpy.pxd":145
 * ctypedef vector[popgenmut].iterator mcont_t_itr
 * ctypedef vector[mcont_t_itr] mut_container_t
 * ctypedef vector[gamete_t].iterator gcont_t_itr             # <<<<<<<<<<<<<<
 * ctypedef vector[diploid_t].iterator dipvector_t_itr
 * #vector of mutation counts (replaces KTfwd::mutation_base::n in fwdpp >= 0.4.4)
 */
typedef std::vector<fwdpy::gamete_t> ::iterator __pyx_t_5fwdpy_5fwdpy_gcont_t_itr;

/* "fwdpy/fwdpy.pxd":146
 * ctypedef vector[mcont_t_itr] mut_container_t
 * ctypedef vector[gamete_t].iterator gcont_t_itr
 * ctypedef vector[diploid_t].iterator dipvector_t_itr             # <<<<<<<<<<<<<<
 * #vector of mutation counts (replaces KTfwd::mutation_base::n in fwdpp >= 0.4.4)
 * ctypedef vector[unsigned] mcounts_cont_t
 */
typedef std::vector<fwdpy::diploid_t> ::iterator __pyx_t_5fwdpy_5fwdpy_dipvector_t_itr;

/* "fwdpy/fwdpy.pxd":148
 * ctypedef vector[diploid_t].iterator dipvector_t_itr
 * #vector of mutation counts (replaces KTfwd::mutation_base::n in fwdpp >= 0.4.4)
 * ctypedef vector[unsigned] mcounts_cont_t             # <<<<<<<<<<<<<<
 * 
 * ##Define some low-level functions that may be useful for others
 */
typedef std::vector<unsigned int>  __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t;

/* "fwdpy/fwdpy.pxd":151
 * 
 * ##Define some low-level functions that may be useful for others
 * cdef struct popgen_mut_data:             # <<<<<<<<<<<<<<
 *     double pos,s,h
 *     unsigned n,g
 */
struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data {
  double pos;
  double s;
  double h;
  unsigned int n;
  unsigned int g;
  int neutral;
};

/* "fwdpy/fwdpy.pxd":156
 *     bint neutral
 * 
 * cdef struct gamete_data:             # <<<<<<<<<<<<<<
 *     vector[popgen_mut_data] neutral,selected
 *     unsigned n
 */
struct __pyx_t_5fwdpy_5fwdpy_gamete_data {
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  neutral;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  selected;
  unsigned int n;
};

/* "fwdpy/fwdpy.pxd":160
 *     unsigned n
 * 
 * cdef struct diploid_data:             # <<<<<<<<<<<<<<
 *     gamete_data chrom0,chrom1
 *     double g,e,w,sh0,sh1
 */
struct __pyx_t_5fwdpy_5fwdpy_diploid_data {
  struct __pyx_t_5fwdpy_5fwdpy_gamete_data chrom0;
  struct __pyx_t_5fwdpy_5fwdpy_gamete_data chrom1;
  double g;
  double e;
  double w;
  double sh0;
  double sh1;
  int n0;
  int n1;
};

/* "fwdpy/views.pyx":368
 *         raise RuntimeError("diploid_view_to_sample_fill_containers: indexing incorrect")
 * 
 * ctypedef vector[pair[double,string]].iterator vec_itr             # <<<<<<<<<<<<<<
 * ctypedef vector[pair[double,string]] fwdpy_sample_t
 * ctypedef back_insert_iterator[fwdpy_sample_t] back_insert_itr
 */
typedef std::vector<std::pair<double,std::string> > ::iterator __pyx_t_5fwdpy_5fwdpy_vec_itr;

/* "fwdpy/views.pyx":369
 * 
 * ctypedef vector[pair[double,string]].iterator vec_itr
 * ctypedef vector[pair[double,string]] fwdpy_sample_t             # <<<<<<<<<<<<<<
 * ctypedef back_insert_iterator[fwdpy_sample_t] back_insert_itr
 * 
 */
typedef std::vector<std::pair<double,std::string> >  __pyx_t_5fwdpy_5fwdpy_fwdpy_sample_t;

/* "fwdpy/views.pyx":370
 * ctypedef vector[pair[double,string]].iterator vec_itr
 * ctypedef vector[pair[double,string]] fwdpy_sample_t
 * ctypedef back_insert_iterator[fwdpy_sample_t] back_insert_itr             # <<<<<<<<<<<<<<
 * 
 * #This doesn't appear to actually move, but it is cool that it compiles!
 */
typedef std::back_insert_iterator<__pyx_t_5fwdpy_5fwdpy_fwdpy_sample_t>  __pyx_t_5fwdpy_5fwdpy_back_insert_itr;

/* "fwdpy/views.pyx":436
 *     return {'neutral':vneutral,'selected':vselected,'neutral_info':neutral_df,'selected_info':selected_df}
 * 
 * cdef struct diploid_view_data:             # <<<<<<<<<<<<<<
 *     vector[double] s,h
 *     vector[unsigned] n,g,ind,chrom
 */
struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data {
  std::vector<double>  s;
  std::vector<double>  h;
  std::vector<unsigned int>  n;
  std::vector<unsigned int>  g;
  std::vector<unsigned int>  ind;
  std::vector<unsigned int>  chrom;
};

/* "fwdpy/internal/internal.pxd":7
 * 
 * ##These are the callback wrappers from fwdpp
 * cdef class shwrappervec:             # <<<<<<<<<<<<<<
 *     """
 *     Wrapper for a vector of callback objects from fwdpp's extension library.
 */
struct __pyx_obj_5fwdpy_8internal_8internal_shwrappervec {
  PyObject_HEAD
  std::vector<KTfwd::extensions::shmodel>  vec;
};


/* "fwdpy/internal/internal.pxd":17
 * 
 * ##Quick wrapper for region_manager
 * cdef class region_manager_wrapper:             # <<<<<<<<<<<<<<
 *     cdef region_manager * thisptr
 * 
 */
struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper {
  PyObject_HEAD
  fwdpy::internal::region_manager *thisptr;
};


/* "fwdpy/fwdpy.pxd":84
 * 
 * #Now, provied definitions for classes in classes.pyx
 * cdef class poptype(object):             # <<<<<<<<<<<<<<
 *     """
 *     Empty base class for a population object.
 */
struct __pyx_obj_5fwdpy_5fwdpy_poptype {
  PyObject_HEAD
};


/* "fwdpy/fwdpy.pxd":92
 *     pass
 * 
 * cdef class singlepop(poptype):             # <<<<<<<<<<<<<<
 *     cdef shared_ptr[singlepop_t] pop
 *     cpdef gen(self)
 */
struct __pyx_obj_5fwdpy_5fwdpy_singlepop {
  struct __pyx_obj_5fwdpy_5fwdpy_poptype __pyx_base;
  struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop *__pyx_vtab;
  std::shared_ptr<fwdpy::singlepop_t>  pop;
};


/* "fwdpy/fwdpy.pxd":99
 *     cpdef clearTraj(self)
 * 
 * cdef class metapop(poptype):             # <<<<<<<<<<<<<<
 *     cdef shared_ptr[metapop_t] mpop
 *     cpdef gen(self)
 */
struct __pyx_obj_5fwdpy_5fwdpy_metapop {
  struct __pyx_obj_5fwdpy_5fwdpy_poptype __pyx_base;
  struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop *__pyx_vtab;
  std::shared_ptr<fwdpy::metapop_t>  mpop;
};


/* "fwdpy/fwdpy.pxd":105
 *     cpdef sane(self)
 * 
 * cdef class singlepop_gm_vec(poptype):             # <<<<<<<<<<<<<<
 *     cdef shared_ptr[singlepop_gm_vec_t] pop
 *     cpdef gen(self)
 */
struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec {
  struct __pyx_obj_5fwdpy_5fwdpy_poptype __pyx_base;
  struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_vtab;
  std::shared_ptr<fwdpy::singlepop_gm_vec_t>  pop;
};


/* "fwdpy/fwdpy.pxd":111
 *     cpdef sane(self)
 * 
 * cdef class popcont(object):             # <<<<<<<<<<<<<<
 *     """
 *     Empty base class for containers of population objects.
 */
struct __pyx_obj_5fwdpy_5fwdpy_popcont {
  PyObject_HEAD
};


/* "fwdpy/fwdpy.pxd":119
 *     pass
 * 
 * cdef class popvec(popcont):             # <<<<<<<<<<<<<<
 *     cdef vector[shared_ptr[singlepop_t]] pops
 *     cdef public object pypops
 */
struct __pyx_obj_5fwdpy_5fwdpy_popvec {
  struct __pyx_obj_5fwdpy_5fwdpy_popcont __pyx_base;
  struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec *__pyx_vtab;
  std::vector<std::shared_ptr<fwdpy::singlepop_t> >  pops;
  PyObject *pypops;
};


/* "fwdpy/fwdpy.pxd":126
 *     cpdef append(self,popvec p)
 * 
 * cdef class popvec_gmv(popcont):             # <<<<<<<<<<<<<<
 *     cdef vector[shared_ptr[singlepop_gm_vec_t]] pops
 *     cdef public object pypops
 */
struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv {
  struct __pyx_obj_5fwdpy_5fwdpy_popcont __pyx_base;
  struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec_gmv *__pyx_vtab;
  std::vector<std::shared_ptr<fwdpy::singlepop_gm_vec_t> >  pops;
  PyObject *pypops;
};


/* "fwdpy/fwdpy.pxd":132
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] newpops)
 * 
 * cdef class mpopvec(popcont):             # <<<<<<<<<<<<<<
 *     cdef vector[shared_ptr[metapop_t]] mpops
 *     cdef public object pympops
 */
struct __pyx_obj_5fwdpy_5fwdpy_mpopvec {
  struct __pyx_obj_5fwdpy_5fwdpy_popcont __pyx_base;
  struct __pyx_vtabstruct_5fwdpy_5fwdpy_mpopvec *__pyx_vtab;
  std::vector<std::shared_ptr<fwdpy::metapop_t> >  mpops;
  PyObject *pympops;
};


/* "fwdpy/fwdpy.pxd":139
 *     cpdef append(self,mpopvec p)
 * 
 * cdef class GSLrng:             # <<<<<<<<<<<<<<
 *     cdef GSLrng_t * thisptr
 * 
 */
struct __pyx_obj_5fwdpy_5fwdpy_GSLrng {
  PyObject_HEAD
  fwdpy::GSLrng_t *thisptr;
};


/* "View.MemoryView":101
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */
struct __pyx_array_obj {
  PyObject_HEAD
  char *data;
  Py_ssize_t len;
  char *format;
  int ndim;
  Py_ssize_t *_shape;
  Py_ssize_t *_strides;
  Py_ssize_t itemsize;
  PyObject *mode;
  PyObject *_format;
  void (*callback_free_data)(void *);
  int free_data;
  int dtype_is_object;
};


/* "View.MemoryView":271
 * 
 * @cname('__pyx_MemviewEnum')
 * cdef class Enum(object):             # <<<<<<<<<<<<<<
 *     cdef object name
 *     def __init__(self, name):
 */
struct __pyx_MemviewEnum_obj {
  PyObject_HEAD
  PyObject *name;
};


/* "View.MemoryView":304
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */
struct __pyx_memoryview_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;
  PyObject *obj;
  PyObject *_size;
  PyObject *_array_interface;
  PyThread_type_lock lock;
  __pyx_atomic_int acquisition_count[2];
  __pyx_atomic_int *acquisition_count_aligned_p;
  Py_buffer view;
  int flags;
  int dtype_is_object;
  __Pyx_TypeInfo *typeinfo;
};


/* "View.MemoryView":923
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */
struct __pyx_memoryviewslice_obj {
  struct __pyx_memoryview_obj __pyx_base;
  __Pyx_memviewslice from_slice;
  PyObject *from_object;
  PyObject *(*to_object_func)(char *);
  int (*to_dtype_func)(char *, PyObject *);
};



/* "fwdpy/classes.pyx":4
 * from cython.operator import dereference as deref
 * 
 * cdef class singlepop(poptype):             # <<<<<<<<<<<<<<
 *     """
 *     Object representing data structures for single-deme simulations.
 */

struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop {
  PyObject *(*gen)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch);
  PyObject *(*popsize)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch);
  PyObject *(*sane)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch);
  PyObject *(*clearTraj)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop *__pyx_vtabptr_5fwdpy_5fwdpy_singlepop;


/* "fwdpy/classes.pyx":145
 *         return self.pops.size()
 * 
 * cdef class metapop(poptype):             # <<<<<<<<<<<<<<
 *     """
 *     Object representing data structures for single-deme simulations.
 */

struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop {
  PyObject *(*gen)(struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int __pyx_skip_dispatch);
  PyObject *(*popsizes)(struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int __pyx_skip_dispatch);
  PyObject *(*sane)(struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop *__pyx_vtabptr_5fwdpy_5fwdpy_metapop;


/* "fwdpy/classes.pyx":37
 *         return self.pop.get().clearTrajectories()
 * 
 * cdef class singlepop_gm_vec(poptype):             # <<<<<<<<<<<<<<
 *     def __del__(self):
 *         self.pop.reset()
 */

struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop_gm_vec {
  PyObject *(*gen)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *, int __pyx_skip_dispatch);
  PyObject *(*popsize)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *, int __pyx_skip_dispatch);
  PyObject *(*sane)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_vtabptr_5fwdpy_5fwdpy_singlepop_gm_vec;


/* "fwdpy/classes.pyx":47
 *         return self.pop.get().sane();
 * 
 * cdef class popvec(popcont):             # <<<<<<<<<<<<<<
 *     """
 *     Vector of single-deme objects
 */

struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec {
  PyObject *(*size)(struct __pyx_obj_5fwdpy_5fwdpy_popvec *, int __pyx_skip_dispatch);
  PyObject *(*reset)(struct __pyx_obj_5fwdpy_5fwdpy_popvec *, std::vector<std::shared_ptr<fwdpy::singlepop_t> >  const );
  PyObject *(*append)(struct __pyx_obj_5fwdpy_5fwdpy_popvec *, struct __pyx_obj_5fwdpy_5fwdpy_popvec *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec *__pyx_vtabptr_5fwdpy_5fwdpy_popvec;


/* "fwdpy/classes.pyx":107
 *         return self.pops.size()
 * 
 * cdef class popvec_gmv(popcont):             # <<<<<<<<<<<<<<
 *     def __cinit__(self,unsigned npops,unsigned N):
 *         """
 */

struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec_gmv {
  PyObject *(*size)(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *, int __pyx_skip_dispatch);
  PyObject *(*reset)(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *, std::vector<std::shared_ptr<fwdpy::singlepop_gm_vec_t> >  const );
};
static struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec_gmv *__pyx_vtabptr_5fwdpy_5fwdpy_popvec_gmv;


/* "fwdpy/classes.pyx":178
 *         return self.mpop.get().sane()
 * 
 * cdef class mpopvec(popcont):             # <<<<<<<<<<<<<<
 *     """
 *     Vector of metapopulation objects
 */

struct __pyx_vtabstruct_5fwdpy_5fwdpy_mpopvec {
  PyObject *(*size)(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, int __pyx_skip_dispatch);
  PyObject *(*reset)(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, std::vector<std::shared_ptr<fwdpy::metapop_t> >  const &);
  PyObject *(*append)(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5fwdpy_5fwdpy_mpopvec *__pyx_vtabptr_5fwdpy_5fwdpy_mpopvec;


/* "View.MemoryView":304
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */

struct __pyx_vtabstruct_memoryview {
  char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*is_slice)(struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*setitem_slice_assignment)(struct __pyx_memoryview_obj *, PyObject *, PyObject *);
  PyObject *(*setitem_slice_assign_scalar)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*setitem_indexed)(struct __pyx_memoryview_obj *, PyObject *, PyObject *);
  PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *);
  PyObject *(*assign_item_from_object)(struct __pyx_memoryview_obj *, char *, PyObject *);
};
static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview;


/* "View.MemoryView":923
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */

struct __pyx_vtabstruct__memoryviewslice {
  struct __pyx_vtabstruct_memoryview __pyx_base;
};
static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice;

/* --- Runtime support code (head) --- */
#ifndef CYTHON_REFNANNY
  #define CYTHON_REFNANNY 0
#endif
#if CYTHON_REFNANNY
  typedef struct {
    void (*INCREF)(void*, PyObject*, int);
    void (*DECREF)(void*, PyObject*, int);
    void (*GOTREF)(void*, PyObject*, int);
    void (*GIVEREF)(void*, PyObject*, int);
    void* (*SetupContext)(const char*, int, const char*);
    void (*FinishContext)(void**);
  } __Pyx_RefNannyAPIStruct;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
  #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
#ifdef WITH_THREAD
  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
          if (acquire_gil) {\
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
              PyGILState_Release(__pyx_gilstate_save);\
          } else {\
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
          }
#else
  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
          __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
#endif
  #define __Pyx_RefNannyFinishContext()\
          __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
  #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_XINCREF(r)  do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
  #define __Pyx_XDECREF(r)  do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
  #define __Pyx_XGOTREF(r)  do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
  #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
#else
  #define __Pyx_RefNannyDeclarations
  #define __Pyx_RefNannySetupContext(name, acquire_gil)
  #define __Pyx_RefNannyFinishContext()
  #define __Pyx_INCREF(r) Py_INCREF(r)
  #define __Pyx_DECREF(r) Py_DECREF(r)
  #define __Pyx_GOTREF(r)
  #define __Pyx_GIVEREF(r)
  #define __Pyx_XINCREF(r) Py_XINCREF(r)
  #define __Pyx_XDECREF(r) Py_XDECREF(r)
  #define __Pyx_XGOTREF(r)
  #define __Pyx_XGIVEREF(r)
#endif
#define __Pyx_XDECREF_SET(r, v) do {\
        PyObject *tmp = (PyObject *) r;\
        r = v; __Pyx_XDECREF(tmp);\
    } while (0)
#define __Pyx_DECREF_SET(r, v) do {\
        PyObject *tmp = (PyObject *) r;\
        r = v; __Pyx_DECREF(tmp);\
    } while (0)
#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro))
        return tp->tp_getattro(obj, attr_name);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_getattr))
        return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
#endif
    return PyObject_GetAttr(obj, attr_name);
}
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

static PyObject *__Pyx_GetBuiltinName(PyObject *name);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
#else
#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif

static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
#else
#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
#endif

static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);

static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
    const char* function_name);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);

static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);

#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL)
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *);

#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck);

static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb);

static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact);

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);

#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

static void __Pyx_WriteUnraisable(const char *name, int clineno,
                                  int lineno, const char *filename,
                                  int full_traceback, int nogil);

static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

static double __Pyx__PyObject_AsDouble(PyObject* obj);
#if CYTHON_COMPILING_IN_PYPY
#define __Pyx_PyObject_AsDouble(obj)\
(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) :\
 likely(PyInt_CheckExact(obj)) ?\
 PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj))
#else
#define __Pyx_PyObject_AsDouble(obj)\
((likely(PyFloat_CheckExact(obj))) ?\
 PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj))
#endif

static CYTHON_INLINE int  __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);

#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d
#define __Pyx_MEMVIEW_DIRECT   1
#define __Pyx_MEMVIEW_PTR      2
#define __Pyx_MEMVIEW_FULL     4
#define __Pyx_MEMVIEW_CONTIG   8
#define __Pyx_MEMVIEW_STRIDED  16
#define __Pyx_MEMVIEW_FOLLOW   32
#define __Pyx_IS_C_CONTIG 1
#define __Pyx_IS_F_CONTIG 2
static int __Pyx_init_memviewslice(
                struct __pyx_memoryview_obj *memview,
                int ndim,
                __Pyx_memviewslice *memviewslice,
                int memview_is_new_reference);
static CYTHON_INLINE int __pyx_add_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p)
#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview))
#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__)
#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__)
static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int);
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int);

#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o,n,NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_setattr))
        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
#endif
    return PyObject_SetAttr(obj, attr_name, value);
}
#else
#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif

#include <string.h>

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_EqObjC(op1, op2, intval, inplace)\
    PyObject_RichCompare(op1, op2, Py_EQ)
    #endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif

static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t);

#define UNARY_NEG_WOULD_OVERFLOW(x)\
        (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors));

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb);
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb);

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);

static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);

static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);

static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/
static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject* none = _PyList_Extend((PyListObject*)L, v);
    if (unlikely(!none))
        return -1;
    Py_DECREF(none);
    return 0;
#else
    return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v);
#endif
}

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

static CYTHON_INLINE long __Pyx_div_long(long, long);

static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/
static CYTHON_INLINE int __Pyx_IterFinish(void);

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);

static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse);

static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_dealloc);

static int __Pyx_SetVtable(PyObject *dict, void *vtable);

static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases);

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

#define __Pyx_CyFunction_USED 1
#include <structmember.h>
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CyFunction_GetClosure(f)\
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#define __Pyx_CyFunction_GetClassObj(f)\
    (((__pyx_CyFunctionObject *) (f))->func_classobj)
#define __Pyx_CyFunction_Defaults(type, f)\
    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
typedef struct {
    PyCFunctionObject func;
#if PY_VERSION_HEX < 0x030500A0
    PyObject *func_weakreflist;
#endif
    PyObject *func_dict;
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
    PyObject *func_classobj;
    void *defaults;
    int defaults_pyobjects;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
} __pyx_CyFunctionObject;
static PyTypeObject *__pyx_CyFunctionType = 0;
#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, globals, code)\
    __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, globals, code)
static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *self,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
                                                         size_t size,
                                                         int pyobjects);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __pyx_CyFunction_init(void);

static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname,
                                           PyObject *mkw, PyObject *modname, PyObject *doc);
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict,
                                      PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass);

typedef struct {
    int code_line;
    PyCodeObject* code_object;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
};
static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static PyCodeObject *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);

static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

#include <new>

#ifndef _ARRAYARRAY_H
#define _ARRAYARRAY_H
typedef struct arraydescr {
    int typecode;
    int itemsize;
    PyObject * (*getitem)(struct arrayobject *, Py_ssize_t);
    int (*setitem)(struct arrayobject *, Py_ssize_t, PyObject *);
#if PY_MAJOR_VERSION >= 3
    char *formats;
#endif
} arraydescr;
struct arrayobject {
    PyObject_HEAD
    Py_ssize_t ob_size;
    union {
        char *ob_item;
        float *as_floats;
        double *as_doubles;
        int *as_ints;
        unsigned int *as_uints;
        unsigned char *as_uchars;
        signed char *as_schars;
        char *as_chars;
        unsigned long *as_ulongs;
        long *as_longs;
        short *as_shorts;
        unsigned short *as_ushorts;
        Py_UNICODE *as_pyunicodes;
        void *as_voidptr;
    } data;
    Py_ssize_t allocated;
    struct arraydescr *ob_descr;
    PyObject *weakreflist;
#if PY_MAJOR_VERSION >= 3
        int ob_exports;
#endif
};
#ifndef NO_NEWARRAY_INLINE
static CYTHON_INLINE PyObject * newarrayobject(PyTypeObject *type, Py_ssize_t size,
    struct arraydescr *descr) {
    arrayobject *op;
    size_t nbytes;
    if (size < 0) {
        PyErr_BadInternalCall();
        return NULL;
    }
    nbytes = size * descr->itemsize;
    if (nbytes / descr->itemsize != (size_t)size) {
        return PyErr_NoMemory();
    }
    op = (arrayobject *) type->tp_alloc(type, 0);
    if (op == NULL) {
        return NULL;
    }
    op->ob_descr = descr;
    op->allocated = size;
    op->weakreflist = NULL;
    op->ob_size = size;
    if (size <= 0) {
        op->data.ob_item = NULL;
    }
    else {
        op->data.ob_item = PyMem_NEW(char, nbytes);
        if (op->data.ob_item == NULL) {
            Py_DECREF(op);
            return PyErr_NoMemory();
        }
    }
    return (PyObject *) op;
}
#else
PyObject* newarrayobject(PyTypeObject *type, Py_ssize_t size,
    struct arraydescr *descr);
#endif
static CYTHON_INLINE int resize(arrayobject *self, Py_ssize_t n) {
    void *items = (void*) self->data.ob_item;
    PyMem_Resize(items, char, (size_t)(n * self->ob_descr->itemsize));
    if (items == NULL) {
        PyErr_NoMemory();
        return -1;
    }
    self->data.ob_item = (char*) items;
    self->ob_size = n;
    self->allocated = n;
    return 0;
}
static CYTHON_INLINE int resize_smart(arrayobject *self, Py_ssize_t n) {
    void *items = (void*) self->data.ob_item;
    Py_ssize_t newsize;
    if (n < self->ob_size) {
        self->ob_size = n;
        return 0;
    }
    newsize = n + (n / 2) + 1;
    if (newsize <= self->allocated) {
        PyErr_NoMemory();
        return -1;
    }
    PyMem_Resize(items, char, (size_t)(newsize * self->ob_descr->itemsize));
    if (items == NULL) {
        PyErr_NoMemory();
        return -1;
    }
    self->data.ob_item = (char*) items;
    self->ob_size = n;
    self->allocated = newsize;
    return 0;
}
#endif

typedef struct {
  Py_ssize_t shape, strides, suboffsets;
} __Pyx_Buf_DimInfo;
typedef struct {
  size_t refcount;
  Py_buffer pybuffer;
} __Pyx_Buffer;
typedef struct {
  __Pyx_Buffer *rcbuffer;
  char *data;
  __Pyx_Buf_DimInfo diminfo[8];
} __Pyx_LocalBuf_ND;

#if PY_MAJOR_VERSION < 3
    static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
    static void __Pyx_ReleaseBuffer(Py_buffer *view);
#else
    #define __Pyx_GetBuffer PyObject_GetBuffer
    #define __Pyx_ReleaseBuffer PyBuffer_Release
#endif


static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0};
static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1};

static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *);

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b);

static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj);

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(PyObject *);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

#ifndef __Pyx_CppExn2PyErr
#include <new>
#include <typeinfo>
#include <stdexcept>
#include <ios>
static void __Pyx_CppExn2PyErr() {
  try {
    if (PyErr_Occurred())
      ; // let the latest Python exn pass through and ignore the current one
    else
      throw;
  } catch (const std::bad_alloc& exn) {
    PyErr_SetString(PyExc_MemoryError, exn.what());
  } catch (const std::bad_cast& exn) {
    PyErr_SetString(PyExc_TypeError, exn.what());
  } catch (const std::domain_error& exn) {
    PyErr_SetString(PyExc_ValueError, exn.what());
  } catch (const std::invalid_argument& exn) {
    PyErr_SetString(PyExc_ValueError, exn.what());
  } catch (const std::ios_base::failure& exn) {
    PyErr_SetString(PyExc_IOError, exn.what());
  } catch (const std::out_of_range& exn) {
    PyErr_SetString(PyExc_IndexError, exn.what());
  } catch (const std::overflow_error& exn) {
    PyErr_SetString(PyExc_OverflowError, exn.what());
  } catch (const std::range_error& exn) {
    PyErr_SetString(PyExc_ArithmeticError, exn.what());
  } catch (const std::underflow_error& exn) {
    PyErr_SetString(PyExc_ArithmeticError, exn.what());
  } catch (const std::exception& exn) {
    PyErr_SetString(PyExc_RuntimeError, exn.what());
  }
  catch (...)
  {
    PyErr_SetString(PyExc_RuntimeError, "Unknown exception");
  }
}
#endif

static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

static PyObject *__pyx_memview_get_unsigned_int(const char *itemp);
static int __pyx_memview_set_unsigned_int(const char *itemp, PyObject *obj);

struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data;
static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_popgen_mut_data(struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data s);
struct __pyx_t_5fwdpy_5fwdpy_gamete_data;
static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_gamete_data(struct __pyx_t_5fwdpy_5fwdpy_gamete_data s);
struct __pyx_t_5fwdpy_5fwdpy_diploid_data;
static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_data(struct __pyx_t_5fwdpy_5fwdpy_diploid_data s);
struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data;
static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_view_data(struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data s);
static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs,
                                        char order, int ndim);

static int __pyx_slices_overlap(__Pyx_memviewslice *slice1,
                                __Pyx_memviewslice *slice2,
                                int ndim, size_t itemsize);

static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object);

static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig);

static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *);

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

static int __Pyx_check_binary_version(void);

static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig);

#if !defined(__Pyx_PyIdentifier_FromString)
#if PY_MAJOR_VERSION < 3
  #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
#else
  #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
#endif
#endif

static PyObject *__Pyx_ImportModule(const char *name);

static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict);

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_clearTraj(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_6popvec_reset(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, std::vector<std::shared_ptr<fwdpy::singlepop_t> >  const &__pyx_v_newpops); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_6popvec_append(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_6popvec_size(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_10popvec_gmv_reset(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, std::vector<std::shared_ptr<fwdpy::singlepop_gm_vec_t> >  const &__pyx_v_newpops); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_10popvec_gmv_size(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7metapop_gen(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7metapop_popsizes(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7metapop_sane(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7mpopvec_size(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7mpopvec_reset(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, std::vector<std::shared_ptr<fwdpy::metapop_t> >  const &__pyx_v_mpops); /* proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7mpopvec_append(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_p, int __pyx_skip_dispatch); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/

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

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

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

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

/* Module declarations from 'libcpp' */

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

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

/* Module declarations from 'fwdpy.gsl' */

/* Module declarations from 'fwdpy.fwdpp' */

/* Module declarations from 'fwdpy.internal.internal' */
static PyTypeObject *__pyx_ptype_5fwdpy_8internal_8internal_shwrappervec = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper = 0;

/* Module declarations from 'cython.view' */

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

/* Module declarations from '__builtin__' */

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.bool' */
static PyTypeObject *__pyx_ptype_7cpython_4bool_bool = 0;

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

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

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.complex' */
static PyTypeObject *__pyx_ptype_7cpython_7complex_complex = 0;

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* Module declarations from 'cpython' */

/* Module declarations from 'array' */

/* Module declarations from 'cpython.array' */
static PyTypeObject *__pyx_ptype_7cpython_5array_array = 0;
static CYTHON_INLINE int __pyx_f_7cpython_5array_extend_buffer(arrayobject *, char *, Py_ssize_t); /*proto*/

/* Module declarations from 'cython' */

/* Module declarations from 'fwdpy.fwdpy' */
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_poptype = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_singlepop = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_metapop = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_singlepop_gm_vec = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_popcont = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_popvec = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_popvec_gmv = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_mpopvec = 0;
static PyTypeObject *__pyx_ptype_5fwdpy_5fwdpy_GSLrng = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data __pyx_f_5fwdpy_5fwdpy_get_mutation(KTfwd::popgenmut const &, size_t); /*proto*/
static struct __pyx_t_5fwdpy_5fwdpy_gamete_data __pyx_f_5fwdpy_5fwdpy_get_gamete(fwdpy::gamete_t const &, fwdpy::mcont_t const &, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &); /*proto*/
static struct __pyx_t_5fwdpy_5fwdpy_diploid_data __pyx_f_5fwdpy_5fwdpy_get_diploid(fwdpy::diploid_t const &, fwdpy::gcont_t const &, fwdpy::mcont_t const &, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &); /*proto*/
static KTfwd::sample_t __pyx_f_5fwdpy_5fwdpy_ms_sample_single_deme(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int, int); /*proto*/
static KTfwd::sep_sample_t __pyx_f_5fwdpy_5fwdpy_ms_sample_single_deme_sep(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int, int); /*proto*/
static KTfwd::sep_sample_t __pyx_f_5fwdpy_5fwdpy_ms_sample_metapop_sep(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *, struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int, int, int); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_get_sh_single(KTfwd::sample_t const &, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, std::vector<double>  *, std::vector<double>  *, std::vector<double>  *, std::vector<double>  *); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_get_sh_metapop(KTfwd::sample_t const &, struct __pyx_obj_5fwdpy_5fwdpy_metapop *, std::vector<double>  *, std::vector<double>  *, std::vector<double>  *, std::vector<double>  *); /*proto*/
static std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  __pyx_f_5fwdpy_5fwdpy_view_mutations_details(fwdpy::mcont_t const &, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &); /*proto*/
static std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data>  __pyx_f_5fwdpy_5fwdpy_view_gametes_details(fwdpy::singlepop_t const *); /*proto*/
static std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  __pyx_f_5fwdpy_5fwdpy_view_diploids_details(fwdpy::dipvector_t const &, fwdpy::gcont_t const &, fwdpy::mcont_t const &, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &, std::vector<unsigned int>  const &); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_init_containers(PyObject *, std::map<double,std::string>  *, PyObject *, size_t const ); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers_details(PyObject *, std::map<double,std::string>  *, unsigned int const ); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers(PyObject *, std::map<double,std::string>  *, std::map<double,std::string>  *); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_copy_map(std::map<double,std::string>  &, std::vector<std::pair<double,std::string> >  &); /*proto*/
static void __pyx_f_5fwdpy_5fwdpy_resize_dip_view_data(struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data &, unsigned int); /*proto*/
static unsigned int __pyx_f_5fwdpy_5fwdpy_fill_dip_view_data(std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> ::iterator, std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> ::iterator, struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data &, unsigned int const , unsigned int const , unsigned int const ); /*proto*/
static struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data __pyx_f_5fwdpy_5fwdpy_view_diploids_pd_details(fwdpy::singlepop_t const *, std::vector<unsigned int>  const &, int); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static std::string __pyx_convert_string_from_py_std__in_string(PyObject *); /*proto*/
static std::pair<double,std::string>  __pyx_convert_pair_from_py_double__and_std_3a__3a_string(PyObject *); /*proto*/
static std::vector<std::pair<double,std::string> >  __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(PyObject *); /*proto*/
static std::vector<double>  __pyx_convert_vector_from_py_double(PyObject *); /*proto*/
static std::vector<unsigned int>  __pyx_convert_vector_from_py_unsigned_int(PyObject *); /*proto*/
static PyObject *__pyx_convert_vector_to_py_unsigned_int(const std::vector<unsigned int>  &); /*proto*/
static CYTHON_INLINE PyObject *__pyx_convert_PyObject_string_to_py_std__in_string(std::string const &); /*proto*/
static CYTHON_INLINE PyObject *__pyx_convert_PyUnicode_string_to_py_std__in_string(std::string const &); /*proto*/
static CYTHON_INLINE PyObject *__pyx_convert_PyStr_string_to_py_std__in_string(std::string const &); /*proto*/
static CYTHON_INLINE PyObject *__pyx_convert_PyBytes_string_to_py_std__in_string(std::string const &); /*proto*/
static CYTHON_INLINE PyObject *__pyx_convert_PyByteArray_string_to_py_std__in_string(std::string const &); /*proto*/
static PyObject *__pyx_convert_pair_to_py_double____std_3a__3a_string(std::pair<double,std::string>  const &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(const std::vector<std::pair<double,std::string> >  &); /*proto*/
static PyObject *__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(std::pair<KTfwd::sample_t,KTfwd::sample_t>  const &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_double(const std::vector<double>  &); /*proto*/
static PyObject *__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___(std::map<std::string,std::vector<double> >  const &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___(const std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> >  &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data>  &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___(const std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data> >  &); /*proto*/
static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data>  &); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_unsigned_int = { "unsigned int", NULL, sizeof(unsigned int), { 0 }, 0, IS_UNSIGNED(unsigned int) ? 'U' : 'I', IS_UNSIGNED(unsigned int), 0 };
#define __Pyx_MODULE_NAME "fwdpy.fwdpy"
int __pyx_module_is_main_fwdpy__fwdpy = 0;

/* Implementation of 'fwdpy.fwdpy' */
static PyObject *__pyx_builtin_object;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_RuntimeError;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_super;
static PyObject *__pyx_builtin_IOError;
static PyObject *__pyx_builtin_open;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_id;
static char __pyx_k_1[] = "1";
static char __pyx_k_N[] = "N";
static char __pyx_k_O[] = "O";
static char __pyx_k_a[] = "a";
static char __pyx_k_b[] = "b";
static char __pyx_k_c[] = "c";
static char __pyx_k_e[] = "e";
static char __pyx_k_f[] = "f";
static char __pyx_k_g[] = "g";
static char __pyx_k_h[] = "h";
static char __pyx_k_i[] = "i";
static char __pyx_k_j[] = "j";
static char __pyx_k_m[] = "m";
static char __pyx_k_n[] = "n";
static char __pyx_k_o[] = "o";
static char __pyx_k_p[] = "p";
static char __pyx_k_r[] = "r";
static char __pyx_k_s[] = "s";
static char __pyx_k_v[] = "v";
static char __pyx_k_w[] = "w";
static char __pyx_k_9f[] = "{:.9f}";
static char __pyx_k_NP[] = "NP";
static char __pyx_k_Ns[] = "Ns";
static char __pyx_k_fs[] = "fs";
static char __pyx_k_hi[] = "hi";
static char __pyx_k_id[] = "id";
static char __pyx_k_il[] = "il";
static char __pyx_k_lo[] = "lo";
static char __pyx_k_n0[] = "n0";
static char __pyx_k_n1[] = "n1";
static char __pyx_k_np[] = "np";
static char __pyx_k_os[] = "os";
static char __pyx_k_pd[] = "pd";
static char __pyx_k_ps[] = "ps";
static char __pyx_k_rv[] = "rv";
static char __pyx_k_sd[] = "sd";
static char __pyx_k_tt[] = "tt";
static char __pyx_k_GSL[] = "GSL";
static char __pyx_k__32[] = ", ";
static char __pyx_k__47[] = "#";
static char __pyx_k_beg[] = "beg";
static char __pyx_k_dip[] = "dip";
static char __pyx_k_doc[] = "__doc__";
static char __pyx_k_end[] = "end";
static char __pyx_k_gen[] = "gen";
static char __pyx_k_h_2[] = "h = ";
static char __pyx_k_ind[] = "ind";
static char __pyx_k_mpv[] = "mpv";
static char __pyx_k_obj[] = "obj";
static char __pyx_k_org[] = "org";
static char __pyx_k_pop[] = "pop";
static char __pyx_k_pos[] = "pos";
static char __pyx_k_rho[] = "rho";
static char __pyx_k_rng[] = "rng";
static char __pyx_k_sh0[] = "sh0";
static char __pyx_k_sh1[] = "sh1";
static char __pyx_k_str[] = "__str__";
static char __pyx_k_ExpS[] = "ExpS";
static char __pyx_k_base[] = "base";
static char __pyx_k_bstr[] = "bstr";
static char __pyx_k_deme[] = "deme";
static char __pyx_k_deps[] = "deps";
static char __pyx_k_estr[] = "estr";
static char __pyx_k_fpio[] = "fpio";
static char __pyx_k_gams[] = "gams";
static char __pyx_k_hi_2[] = ", hi = ";
static char __pyx_k_init[] = "__init__";
static char __pyx_k_main[] = "__main__";
static char __pyx_k_math[] = "math";
static char __pyx_k_mean[] = "mean";
static char __pyx_k_mode[] = "mode";
static char __pyx_k_name[] = "name";
static char __pyx_k_ndim[] = "ndim";
static char __pyx_k_nsam[] = "nsam";
static char __pyx_k_open[] = "open";
static char __pyx_k_pack[] = "pack";
static char __pyx_k_path[] = "path";
static char __pyx_k_pops[] = "pops";
static char __pyx_k_read[] = "read";
static char __pyx_k_rmgr[] = "rmgr";
static char __pyx_k_sane[] = "sane";
static char __pyx_k_seed[] = "seed";
static char __pyx_k_self[] = "self";
static char __pyx_k_site[] = "site";
static char __pyx_k_size[] = "size";
static char __pyx_k_step[] = "step";
static char __pyx_k_stop[] = "stop";
static char __pyx_k_test[] = "__test__";
static char __pyx_k_view[] = "view";
static char __pyx_k_warn[] = "warn";
static char __pyx_k_wstr[] = "wstr";
static char __pyx_k_ASCII[] = "ASCII";
static char __pyx_k_beg_2[] = "beg = ";
static char __pyx_k_chrom[] = "chrom";
static char __pyx_k_class[] = "__class__";
static char __pyx_k_close[] = "close";
static char __pyx_k_count[] = "count";
static char __pyx_k_dfreq[] = "dfreq";
static char __pyx_k_dummy[] = "dummy";
static char __pyx_k_end_2[] = ", end = ";
static char __pyx_k_error[] = "error";
static char __pyx_k_flags[] = "flags";
static char __pyx_k_fwdpp[] = "fwdpp";
static char __pyx_k_fwdpy[] = "fwdpy";
static char __pyx_k_index[] = "index";
static char __pyx_k_isinf[] = "isinf";
static char __pyx_k_isnan[] = "isnan";
static char __pyx_k_lines[] = "lines";
static char __pyx_k_nlist[] = "nlist";
static char __pyx_k_npops[] = "npops";
static char __pyx_k_numpy[] = "numpy";
static char __pyx_k_range[] = "range";
static char __pyx_k_shape[] = "shape";
static char __pyx_k_start[] = "start";
static char __pyx_k_strip[] = "strip";
static char __pyx_k_super[] = "super";
static char __pyx_k_temp1[] = "temp1";
static char __pyx_k_theta[] = "theta";
static char __pyx_k_track[] = "track";
static char __pyx_k_umuts[] = "umuts";
static char __pyx_k_GammaS[] = "GammaS";
static char __pyx_k_Region[] = "Region";
static char __pyx_k_append[] = "append";
static char __pyx_k_chrom0[] = "chrom0";
static char __pyx_k_chrom1[] = "chrom1";
static char __pyx_k_concat[] = "concat";
static char __pyx_k_encode[] = "encode";
static char __pyx_k_format[] = "format";
static char __pyx_k_gtypes[] = "gtypes";
static char __pyx_k_import[] = "__import__";
static char __pyx_k_isfile[] = "isfile";
static char __pyx_k_module[] = "__module__";
static char __pyx_k_mtypes[] = "mtypes";
static char __pyx_k_name_2[] = "__name__";
static char __pyx_k_nlist1[] = "nlist1";
static char __pyx_k_nlist2[] = "nlist2";
static char __pyx_k_nmpops[] = "nmpops";
static char __pyx_k_object[] = "object";
static char __pyx_k_pandas[] = "pandas";
static char __pyx_k_psizes[] = "psizes";
static char __pyx_k_sample[] = "sample";
static char __pyx_k_size_2[] = "size_";
static char __pyx_k_struct[] = "struct";
static char __pyx_k_unpack[] = "unpack";
static char __pyx_k_weight[] = "weight";
static char __pyx_k_IOError[] = "IOError";
static char __pyx_k_Sregion[] = "Sregion";
static char __pyx_k_allgams[] = "allgams";
static char __pyx_k_allmuts[] = "allmuts";
static char __pyx_k_copypop[] = "copypop";
static char __pyx_k_coupled[] = "coupled";
static char __pyx_k_derived[] = "derived";
static char __pyx_k_fitness[] = "fitness";
static char __pyx_k_fortran[] = "fortran";
static char __pyx_k_fwdpyio[] = "fwdpyio";
static char __pyx_k_getfreq[] = "getfreq";
static char __pyx_k_indlist[] = "indlist";
static char __pyx_k_listlen[] = "listlen";
static char __pyx_k_map_itr[] = "map_itr";
static char __pyx_k_memview[] = "memview";
static char __pyx_k_minfreq[] = "minfreq";
static char __pyx_k_mutrate[] = "mutrate";
static char __pyx_k_neutral[] = "neutral";
static char __pyx_k_os_path[] = "os.path";
static char __pyx_k_popsize[] = "popsize";
static char __pyx_k_prepare[] = "__prepare__";
static char __pyx_k_recdata[] = "recdata";
static char __pyx_k_recrate[] = "recrate";
static char __pyx_k_shape_2[] = ", shape = ";
static char __pyx_k_Ellipsis[] = "Ellipsis";
static char __pyx_k_UniformS[] = "UniformS";
static char __pyx_k_but_deme[] = ", but deme = ";
static char __pyx_k_copypops[] = "copypops";
static char __pyx_k_filename[] = "filename";
static char __pyx_k_getfreqs[] = "getfreqs";
static char __pyx_k_internal[] = "internal";
static char __pyx_k_itemsize[] = "itemsize";
static char __pyx_k_listlen1[] = "listlen1";
static char __pyx_k_listlen2[] = "listlen2";
static char __pyx_k_nderived[] = "nderived";
static char __pyx_k_nregions[] = "nregions";
static char __pyx_k_popsizes[] = "popsizes";
static char __pyx_k_qualname[] = "__qualname__";
static char __pyx_k_readslim[] = "readslim";
static char __pyx_k_selected[] = "selected";
static char __pyx_k_sregions[] = "sregions";
static char __pyx_k_ttl_nsam[] = "ttl_nsam";
static char __pyx_k_vneutral[] = "vneutral";
static char __pyx_k_warnings[] = "warnings";
static char __pyx_k_weight_2[] = ", weight = ";
static char __pyx_k_ConstantS[] = "ConstantS";
static char __pyx_k_DataFrame[] = "DataFrame";
static char __pyx_k_GaussianS[] = "GaussianS";
static char __pyx_k_TypeError[] = "TypeError";
static char __pyx_k_ancestral[] = "ancestral";
static char __pyx_k_clearTraj[] = "clearTraj";
static char __pyx_k_enumerate[] = "enumerate";
static char __pyx_k_from_dict[] = "from_dict";
static char __pyx_k_metaclass[] = "__metaclass__";
static char __pyx_k_ms_sample[] = "ms_sample";
static char __pyx_k_serialize[] = "serialize";
static char __pyx_k_set_index[] = "set_index";
static char __pyx_k_vselected[] = "vselected";
static char __pyx_k_ExpS___str[] = "ExpS.__str__";
static char __pyx_k_IndexError[] = "IndexError";
static char __pyx_k_ValueError[] = "ValueError";
static char __pyx_k_freqfilter[] = "freqfilter";
static char __pyx_k_minsojourn[] = "minsojourn";
static char __pyx_k_mu_neutral[] = "mu_neutral";
static char __pyx_k_neutral_df[] = "neutral_df";
static char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static char __pyx_k_recregions[] = "recregions";
static char __pyx_k_splitlines[] = "splitlines";
static char __pyx_k_ExpS___init[] = "ExpS.__init__";
static char __pyx_k_MemoryError[] = "MemoryError";
static char __pyx_k_fwdpy_fwdpy[] = "fwdpy.fwdpy";
static char __pyx_k_get_samples[] = "get_samples";
static char __pyx_k_mu_selected[] = "mu_selected";
static char __pyx_k_pkg_version[] = "pkg_version";
static char __pyx_k_removeFixed[] = "removeFixed";
static char __pyx_k_selected_df[] = "selected_df";
static char __pyx_k_unique_gams[] = "unique_gams";
static char __pyx_k_GammaS___str[] = "GammaS.__str__";
static char __pyx_k_Region___str[] = "Region.__str__";
static char __pyx_k_RuntimeError[] = "RuntimeError";
static char __pyx_k_neutral_info[] = "neutral_info";
static char __pyx_k_selectedOnly[] = "selectedOnly";
static char __pyx_k_trajectories[] = "trajectories";
static char __pyx_k_view_gametes[] = "view_gametes";
static char __pyx_k_GammaS___init[] = "GammaS.__init__";
static char __pyx_k_Region___init[] = "Region.__init__";
static char __pyx_k_Sregion___str[] = "Sregion.__str__";
static char __pyx_k_evolve_pops_t[] = "evolve_pops_t";
static char __pyx_k_nderived_site[] = "nderived_site";
static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static char __pyx_k_selected_info[] = "selected_info";
static char __pyx_k_view_diploids[] = "view_diploids";
static char __pyx_k_Gamma_DFE_mean[] = "Gamma DFE, mean = ";
static char __pyx_k_Sregion___init[] = "Sregion.__init__";
static char __pyx_k_UniformS___str[] = "UniformS.__str__";
static char __pyx_k_append_details[] = "__append_details__";
static char __pyx_k_evolve_regions[] = "evolve_regions";
static char __pyx_k_fwdpy_readslim[] = "fwdpy.readslim: ";
static char __pyx_k_multiplicative[] = "multiplicative";
static char __pyx_k_view_mutations[] = "view_mutations";
static char __pyx_k_ConstantS___str[] = "ConstantS.__str__";
static char __pyx_k_GaussianS___str[] = "GaussianS.__str__";
static char __pyx_k_UniformS___init[] = "UniformS.__init__";
static char __pyx_k_allocate_buffer[] = "allocate_buffer";
static char __pyx_k_dtype_is_object[] = "dtype_is_object";
static char __pyx_k_test_evolve_mpi[] = "test_evolve_mpi";
static char __pyx_k_ConstantS___init[] = "ConstantS.__init__";
static char __pyx_k_Constant_s_DFE_s[] = "Constant s DFE, s = ";
static char __pyx_k_GaussianS___init[] = "GaussianS.__init__";
static char __pyx_k_Gaussian_DFE_s_d[] = "Gaussian DFE, s.d. = ";
static char __pyx_k_Uniform_s_DFE_lo[] = "Uniform s DFE, lo = ";
static char __pyx_k_getfreq_line_163[] = "getfreq (line 163)";
static char __pyx_k_is_not_supported[] = " is not supported";
static char __pyx_k_pkg_dependencies[] = "pkg_dependencies";
static char __pyx_k_view_diploids_pd[] = "view_diploids_pd";
static char __pyx_k_getfreqs_line_191[] = "getfreqs (line 191)";
static char __pyx_k_ms_sample_line_34[] = "ms_sample (line 34)";
static char __pyx_k_nderived_line_146[] = "nderived (line 146)";
static char __pyx_k_evolve_pops_more_t[] = "evolve_pops_more_t";
static char __pyx_k_get_sample_details[] = "get_sample_details";
static char __pyx_k_parse_slim_mutrate[] = "parse_slim_mutrate";
static char __pyx_k_strided_and_direct[] = "<strided and direct>";
static char __pyx_k_evolve_regions_more[] = "evolve_regions_more";
static char __pyx_k_freqfilter_line_209[] = "freqfilter (line 209)";
static char __pyx_k_get_samples_line_57[] = "get_samples (line 57)";
static char __pyx_k_make_region_manager[] = "make_region_manager";
static char __pyx_k_parse_slim_elements[] = "parse_slim_elements";
static char __pyx_k_parse_slim_muttypes[] = "parse_slim_muttypes";
static char __pyx_k_parse_slim_recrates[] = "parse_slim_recrates";
static char __pyx_k_trajectories_line_1[] = "trajectories (line 1)";
static char __pyx_k_view_gametes_popvec[] = "view_gametes_popvec";
static char __pyx_k_Exponential_DFE_mean[] = "Exponential DFE, mean = ";
static char __pyx_k_deserialize_metapops[] = "deserialize_metapops";
static char __pyx_k_evolve_pops_t_line_1[] = "evolve_pops_t (line 1)";
static char __pyx_k_evolve_regions_split[] = "evolve_regions_split";
static char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static char __pyx_k_view_diploids_popvec[] = "view_diploids_popvec";
static char __pyx_k_view_gametes_metapop[] = "view_gametes_metapop";
static char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static char __pyx_k_fwdpy_copypop_poptype[] = "fwdpy.copypop: poptype ";
static char __pyx_k_view_diploids_metapop[] = "view_diploids_metapop";
static char __pyx_k_view_gametes_line_221[] = "view_gametes (line 221)";
static char __pyx_k_view_mutations_popvec[] = "view_mutations_popvec";
static char __pyx_k_ExpS___init___line_276[] = "ExpS.__init__ (line 276)";
static char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static char __pyx_k_deserialize_singlepops[] = "deserialize_singlepops";
static char __pyx_k_diploid_view_to_sample[] = "diploid_view_to_sample";
static char __pyx_k_evolve_regions_line_57[] = "evolve_regions (line 57)";
static char __pyx_k_nderived_site_line_122[] = "nderived_site (line 122)";
static char __pyx_k_view_diploids_line_292[] = "view_diploids (line 292)";
static char __pyx_k_view_gametes_singlepop[] = "view_gametes_singlepop";
static char __pyx_k_view_mutations_metapop[] = "view_mutations_metapop";
static char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static char __pyx_k_Region___init___line_19[] = "Region.__init__ (line 19)";
static char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static char __pyx_k_fwdpy_Region_weight_0_0[] = "fwdpy.Region: weight < 0.0";
static char __pyx_k_parse_slim_organization[] = "parse_slim_organization";
static char __pyx_k_view_diploids_pd_popvec[] = "view_diploids_pd_popvec";
static char __pyx_k_view_diploids_singlepop[] = "view_diploids_singlepop";
static char __pyx_k_view_mutations_line_138[] = "view_mutations (line 138)";
static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static char __pyx_k_GammaS___init___line_135[] = "GammaS.__init__ (line 135)";
static char __pyx_k_Sregion___init___line_89[] = "Sregion.__init__ (line 89)";
static char __pyx_k_f_0_will_be_treated_as_0[] = "f < 0 will be treated as 0";
static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)";
static char __pyx_k_view_mutations_singlepop[] = "view_mutations_singlepop";
static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct";
static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static char __pyx_k_fwdp_ExpS_mean_not_finite[] = "fwdp.ExpS: mean not finite";
static char __pyx_k_test_evolve_regions_async[] = "test_evolve_regions_async";
static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)";
static char __pyx_k_UniformS___init___line_227[] = "UniformS.__init__ (line 227)";
static char __pyx_k_f_i_0_will_be_treated_as_0[] = "f[i] < 0 will be treated as 0";
static char __pyx_k_fwdpy_Sregion_h_not_finite[] = "fwdpy.Sregion: h not finite";
static char __pyx_k_get_sample_details_line_91[] = "get_sample_details (line 91)";
static char __pyx_k_view_diploids_pd_singlepop[] = "view_diploids_pd_singlepop";
static char __pyx_k_ConstantS___init___line_183[] = "ConstantS.__init__ (line 183)";
static char __pyx_k_GaussianS___init___line_321[] = "GaussianS.__init__ (line 321)";
static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)";
static char __pyx_k_fwdpy_Region_beg_not_finite[] = "fwdpy.Region: beg not finite";
static char __pyx_k_fwdpy_Region_end_not_finite[] = "fwdpy.Region: end not finite";
static char __pyx_k_fwdpy_Segion_h_not_a_number[] = "fwdpy.Segion: h not a number";
static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static char __pyx_k_evolve_regions_more_line_135[] = "evolve_regions_more (line 135)";
static char __pyx_k_fwdpy_ConstantS_s_not_finite[] = "fwdpy.ConstantS: s not finite";
static char __pyx_k_fwdpy_ExpS_mean_not_a_number[] = "fwdpy.ExpS: mean not a number";
static char __pyx_k_fwdpy_GammaS_mean_not_finite[] = "fwdpy.GammaS: mean not finite";
static char __pyx_k_fwdpy_UniformS_hi_not_finite[] = "fwdpy.UniformS: hi not finite";
static char __pyx_k_fwdpy_UniformS_lo_not_finite[] = "fwdpy.UniformS: lo not finite";
static char __pyx_k_fwdpy_copypopvec_popvec_type[] = "fwdpy.copypopvec: popvec type ";
static char __pyx_k_index_greater_than_deme_size[] = "index greater than deme size";
static char __pyx_k_recombination_rate_must_be_0[] = "recombination rate must be >= 0.";
static char __pyx_k_evolve_regions_split_line_197[] = "evolve_regions_split (line 197)";
static char __pyx_k_fwdpy_GammaS_shape_not_finite[] = "fwdpy.GammaS: shape not finite";
static char __pyx_k_fwdpy_GaussianS_sd_not_finite[] = "fwdpy.GaussianS: sd not finite";
static char __pyx_k_fwdpy_Region_beg_not_a_number[] = "fwdpy.Region: beg not a number";
static char __pyx_k_fwdpy_Region_end_not_a_number[] = "fwdpy.Region: end not a number";
static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static char __pyx_k_Get_mutation_frequencies_param[] = "\n    Get mutation frequencies\n\n    :param site: A tuple. See example\n    :param derived:  If True, report derived allele frequency (DAF).  If False, return minor allele freqency (MAF)\n\n    .. note:: Do **not** use this function to calculate :math:`\\pi` (a.k.a. :math:`\\hat\\theta_\\pi`, a.k.a. \"sum of site heterozygosity\").\n       :math:`\\pi` for a **sample** is not :math:`2\\sum_ip_iq_i`. because the sample is *finite*.  \n       In general, it will be more convenient to call :func:`fwdpy.fwdpy.getfreqs` on a list of tuples.\n       \n    Example:\n\n    >>> import fwdpy\n    >>> #DAF = 7/10\n    >>> #MAF = 3/10\n    >>> x = (0.1,'0111111100')\n    >>> round(fwdpy.getfreq(x,True),3)\n    0.7\n    >>> round(fwdpy.getfreq(x,False),3)\n    0.3\n    ";
static char __pyx_k_Get_the_frequency_trajectories[] = "\n    Get the frequency trajectories of (non-neutral) mutations.\n\n    :param pop: A :class:`fwdpy.fwdpy.singlepop` simulated using :func:`fwdpy.fwdpy.evolve_regions` and/or :func:`fwdpy.fwdpy.evolve_regions_more`\n    :param minsojounrn: Exclude all mutations that did not exist in the population for :math:`\\geq\\ \\mathrm{minsojourn}` generations\n    :param minfreq: Exclude all mutations that did not read a minimum frequency of :math:`\\geq\\ \\mathrm{minfreq}`\n\n    :return: A pandas.DataFrame\n\n    :rtype: pandas.DataFrame\n\n    Example:\n\n    >>> #Same example as fwdpy.evolve_regions\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions,track=True)\n    >>> traj = [fwdpy.trajectories(i) for i in pops]\n    ";
static char __pyx_k_fwdpy_ConstantS_s_not_a_number[] = "fwdpy.ConstantS: s not a number";
static char __pyx_k_fwdpy_GammaS_mean_not_a_number[] = "fwdpy.GammaS: mean not a number";
static char __pyx_k_fwdpy_Region_weight_not_finite[] = "fwdpy.Region: weight not finite";
static char __pyx_k_fwdpy_UniformS_hi_not_a_number[] = "fwdpy.UniformS: hi not a number";
static char __pyx_k_fwdpy_UniformS_lo_not_a_number[] = "fwdpy.UniformS: lo not a number";
static char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static char __pyx_k_Constant_fixed_selection_coeffi[] = "\n    Constant/fixed selection coefficient\n\n    Attributes:\n        * b: the beginning of the region\n        * e: the end of the region\n        * w: the \"weight\" assigned to the region\n        * s: the selection coefficient\n        * h: the dominance term\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation\n    ";
static char __pyx_k_Constructor_param_beg_the_begin[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> r = fwdpy.Region(0,1,1)\n        >>> #A more \"biological\" case:\n        >>> #  The region covers positions 1 through 1,000,\n        >>> #  and the per-base pair \"weight\" is 1e-5:\n        >>> r = fwdpy.Region(1,1000,1e-5,True)\n        ";
static char __pyx_k_Continute_to_evolve_a_region_wi[] = "\n    Continute to evolve a region with variable mutation, fitness effects, and recombination rates.\n\n    :param rng: a :class:`GSLrng`\n    :param pops: A list of populations simulated by :func:`evolve_regions`\n    :param N: The diploid population size to simulate\n    :param nlist: An array view of a NumPy array.  This represents the population sizes over time.  The length of this view is the length of the simulation in generations. The view must be of an array of 32 bit, unsigned integers (see example).\n    :param mu_neutral: The mutation rate to variants not affecting fitness (\"neutral\" mutations).  The unit is per gamete, per generation.\n    :param mu_selected: The mutation rate to variants affecting fitness (\"selected\" mutations).  The unit is per gamete, per generation.\n    :param recrate: The recombination rate in the regions (per diploid, per generation)\n    :param nregions: A list specifying where neutral mutations occur\n    :param sregions: A list specifying where selected mutations occur\n    :param recregions: A list specifying how the genetic map varies along the region\n    :param f: The selfing probabilty\n    :param fitness: The fitness model.  Must be either \"multiplicative\" or \"additive\".\n\n    :raises: RuntimeError if parameters do not pass checks\n\n    Example:\n\n    >>> # See docstring for fwdpy.evolve_regions for the gory details\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> # Evolve for 5N generations initially\n    >>> popsizes=np.tile(popsizes,5000)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> # Evolve for another 5N generations\n    >>> fwdpy.evolve_regions_more(rng,pops,popsizes[""0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    ";
static char __pyx_k_Convenience_wrapper_around_func[] = "\n    Convenience wrapper around :func:`fwdpy.fwdpy.nderived`\n\n    :param sample: a sample from a population.  For example, the return value of :func:`fwdpy.fwdpy.ms_sample` or :func:`fwdpy.fwdpy.get_samples`\n\n    Example:\n\n    >>> import fwdpy\n\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> nd = [fwdpy.nderived(i) for i in s]\n    ";
static char __pyx_k_Evolve_a_region_with_variable_m[] = "\n    Evolve a region with variable mutation, fitness effects, and recombination rates.\n\n    :param rng: a :class:`GSLrng`\n    :param npops: The number of populations to simulate.  This is equal to the number of threads that will be used!\n    :param N: The diploid population size to simulate\n    :param nlist: An array view of a NumPy array.  This represents the population sizes over time.  The length of this view is the length of the simulation in generations. The view must be of an array of 32 bit, unsigned integers (see example).\n    :param mu_neutral: The mutation rate to variants not affecting fitness (\"neutral\" mutations).  The unit is per gamete, per generation.\n    :param mu_selected: The mutation rate to variants affecting fitness (\"selected\" mutations).  The unit is per gamete, per generation.\n    :param recrate: The recombination rate in the regions (per diploid, per generation)\n    :param nregions: A list specifying where neutral mutations occur\n    :param sregions: A list specifying where selected mutations occur\n    :param recregions: A list specifying how the genetic map varies along the region\n    :param f: The selfing probabilty\n    :param fitness: The fitness model.  Must be either \"multiplicative\" or \"additive\".\n\n    Example:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> #Our \"neutral\" regions will be from positions [0,1) and [2,3).\n    >>> #The regions will have equal weights, and thus will each get\n    >>> #1/2 of newly-arising, neutral mutations\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> #Our \"selected\" mutations will have positions on the continuous\n    >>> #interval [1,2).  There will be two classes of such mutations,\n    >>> #each with exponentially-distrubted selection coefficients.\n    >>> #The first class will have a mean of s = -0.1 (deleterious), and the second\n    >>> #will have a mean of 1e-3 (adaptive).  The former will be 100x more common than\n    >>> #the l""atter, as the weights are 1 and 0.01, respectively.\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> #Recombination will be uniform along the interval [0,3).\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> #popsizes are NumPy arrays of 32bit unsigned integers\n    >>> #Initial pop size will be N = 1,000, and\n    >>> #the type must be uint32 (32 bit unsigned integer)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> #The simulation will be for 10*N generations,\n    >>> #so we replicate that value in the array\n    >>> popsizes=np.tile(popsizes,100)\n    >>> #Simulate 1 deme under this model.\n    >>> #The total neutral mutation rate is 1e-3,\n    >>> #which is also the recombination rate.\n    >>> #The total mutation rate to selected variants is 0.1*(the neutral mutation rate).\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    ";
static char __pyx_k_Exponential_distribution_on_sel[] = "\n    Exponential distribution on selection coefficients\n\n    Attributes:\n        * b: the beginning of the region\n        * e: the end of the region\n        * w: the \"weight\" assigned to the region\n        * mean: the mean selection coefficient\n        * h: the dominance term\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation\n    ";
static char __pyx_k_Gamma_distribution_of_fitness_e[] = "\n    Gamma distribution of fitness effects\n\n    Attributes:\n        * b: the beginning of the region\n        * e: the end of the region\n        * w: the \"weight\" assigned to the region\n        * mean: mean of the Gamma\n        * shape: shape of the Gamma\n        * h: the dominance term\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation\n    ";
static char __pyx_k_Gaussian_distribution_on_select[] = "\n    Gaussian distribution on selection coefficients (effect sizes for sims of quantitative traits)\n\n    Attributes:\n        * b: the beginning of the region\n        * e: the end of the region\n        * w: the \"weight\" assigned to the region\n        * sd: the standard deviation\n        * h: the dominance term\n\n    The mean is zero.\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation\n    ";
static char __pyx_k_Get_additional_details_for_popu[] = "\n    Get additional details for population samples\n\n    :param ms_samples: A list returned by :func:`ms_sample`\n    :param pops: A :class:`poptype`\n\n    :return: A pandas.DataFrame containing the selection coefficient (s), dominance (h), populations frequency (p), and age (a) for each mutation.\n\n    :rtype: pandas.DataFrame\n\n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> details = [fwdpy.get_sample_details(i,j) for i,j in zip(s,pop)]\n    ";
static char __pyx_k_Get_detailed_list_of_a_set_of_d[] = "\n    Get detailed list of a set of diploids in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n    :param deme: if p is a :class`fwdpy.fwdpy.metapop`, deme is the index of the deme to sample\n    \n    :rtype: a list of dictionaries.  See Note.\n\n    Example:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> dips = [fwdpy.view_diploids(i,[0,101,201,301]) for i in pops]\n\n    And now viewing from a metapop:\n    \n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> #Now, \"bud\" off a daughter population of same size, and evolve both for another 100 generations\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0]*2)\n    >>> dips = [fwdpy.view_diploids(i,[0,101,201,301],0) for i in mpops]\n\n    .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported\n    ";
static char __pyx_k_Get_detailed_list_of_all_gamete[] = "\n    Get detailed list of all gametes in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n    :param deme: If p is a :class:`fwdpy.fwdpy.metapop`, deme is the index of the deme to view\n\n    :rtype: a list of dictionaries.  See note.\n\n    Example for a single deme:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> dips = [fwdpy.view_gametes(i) for i in pops]\n\n    Example for a metapopulation:\n\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0]*2)\n    >>> gams = [fwdpy.view_gametes(i,0) for i in mpops]\n\n    .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported\n    ";
static char __pyx_k_Get_detailed_list_of_all_mutati[] = "\n    Get detailed list of all mutations in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n\n    :rtype: a list of dictionaries.  See Note.\n\n    Example:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> muts = [fwdpy.view_mutations(i) for i in pops]\n    >>> type(muts[0])\n    <type 'list'>\n    >>> type(muts[0][0])\n    <type 'dict'>\n\n    Metapopulation example:\n\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0]*2)\n    >>> muts_deme_0 = [fwdpy.view_mutations(i,0) for i in mpops]\n    >>> muts_deme_1 = [fwdpy.view_mutations(i,1) for i in mpops]\n    \n    .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported\n    ";
static char __pyx_k_Get_the_number_of_derived_mutat[] = "\n    Get the number of derived mutations at a site.\n\n    :param site: A tuple.  See example\n\n    .. note:: In general, it will be more convenient to call :func:`fwdpy.fwdpy.nderived` on a list of tuples.\n    \n    Example:\n\n    >>> import fwdpy\n    >>> #Create a site at position 0.1 with the\n    >>> #genotypes as the second element. 0/1 = ancestral/derived\n    >>> x = (0.1,'01100111')\n    >>> fwdpy.nderived_site(x)\n    5\n    >>> #Process simulation results:\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,1,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> for i in s[0]: ndi = fwdpy.nderived_site(i)\n    ";
static char __pyx_k_Remove_low_frequency_variants_f[] = "\n    Remove low-frequency variants from a sample.\n\n    :param sample: a sample from a population.  For example, the return value of :func:`fwdpy.fwdpy.ms_sample` or :func:`fwdpy.fwdpy.get_samples`\n    :param minfreq: Remove all sites with frequency < minfreq\n    :param derived: if True, filter on derived allele frequency.  If False, filter on minor allele frequency.\n\n    .. note:: Do **not** use this function to calculate :math:`\\pi` (a.k.a. :math:`\\hat\\theta_\\pi`, a.k.a. \"sum of site heterozygosity\").\n       :math:`\\pi` for a **sample** is not :math:`2\\sum_ip_iq_i`. because the sample is *finite*.  Please use :func:`fwdpy.libseq.libseq.summstats` instead.\n       \n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> s2 = [fwdpy.freqfilter(i,0.2) for i in s]\n    ";
static char __pyx_k_Representation_of_a_region_in_a[] = "\n    Representation of a \"region\" in a simulation.\n\n    Attributes:\n        b: the beginning of the region\n        \n        e: the end of the region\n        \n        w: the \"weight\" assigned to the region\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation.\n\n    This class is extended by:\n        * :class:`fwdpy.fwdpy.Sregion`\n    ";
static char __pyx_k_Simulate_populations_under_idea[] = "\n    Simulate populations under idealized Wright-Fisher model\n\n    :param rng: a :class:`GSLrng`\n    :param npops: The number of populations to simulate.  This is equal to the number of threads that will be used!\n    :param N: The diploid population size to simulate\n    :param nlist: A list of population sizes over time.  This allows the simulation of arbitrary changes in N\n    :param theta: :math:`\\theta = 4N_e\\mu` is the scaled mutation rate to variants not affecting fitness (\"neutral mutations\")\n    :param rho: :math:`\\rho = 4N_er` is the scaled recombination rate\n\n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    ";
static char __pyx_k_Take_a_sample_from_a_set_of_sim[] = "\n    Take a sample from a set of simulated populations.\n\n    :param rng: a :class:`GSLrng`\n    :param pops: An object inheriting from :class:`poptype`\n    :param nsam: List of sample sizes (no. chromosomes) to sample.\n    :param removeFixed: if True, only polymorphic sites are retained\n\n    Note: nsam will likely be changed to a list soon, to accomodate multi-deme simulations\n    \n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    ";
static char __pyx_k_Take_the_output_of_a_single_dem[] = "\n    Take the output of a single-deme simulation, split into two demes, and evolve.\n\n    :raises: RuntimeError if parameters do not pass checks\n\n    Example:\n\n    >>> #The first part is the same as the example for fwdpy.evolve_regions\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> # Evolve for 5N generations initially\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> #Now, \"bud\" off a daughter population of same size, and evolve both for another 100 generations\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0.,0.])\n\n    ";
static char __pyx_k_Uniform_distribution_on_selecti[] = "\n    Uniform distribution on selection coefficients\n\n    Attributes:\n        * b: the beginning of the region\n        * e: the end of the region\n        * w: the \"weight\" assigned to the region\n        * lo: the lower bound on s\n        * hi: the upper bound on s\n        * h: the dominance term\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation\n    ";
static char __pyx_k_does_not_appear_to_be_a_regular[] = " does not appear to be a regular file";
static char __pyx_k_does_not_appear_to_be_a_slim_in[] = " does not appear to be a slim input file. The first line is ";
static char __pyx_k_fwdpy_GammaS_shape_not_a_number[] = "fwdpy.GammaS: shape not a number";
static char __pyx_k_fwdpy_GaussianS_sd_not_a_number[] = "fwdpy.GaussianS: sd not a number";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_copy[] = "/home/kevin/src/fwdpy/fwdpy/copy.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_evol[] = "/home/kevin/src/fwdpy/fwdpy/evolve_simple.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_fwdp[] = "/home/kevin/src/fwdpy/fwdpy/fwdpy.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_regi[] = "/home/kevin/src/fwdpy/fwdpy/regions.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_samp[] = "/home/kevin/src/fwdpy/fwdpy/sampling.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_slim[] = "/home/kevin/src/fwdpy/fwdpy/slim.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_traj[] = "/home/kevin/src/fwdpy/fwdpy/trajectories.pyx";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_view[] = "/home/kevin/src/fwdpy/fwdpy/views.pyx";
static char __pyx_k_mpopvec_deme_size_0_encountered[] = "mpopvec: deme size < 0 encountered";
static char __pyx_k_value_for_deme_out_of_range_len[] = "value for deme out of range. len(pop) = ";
static char __pyx_k_values_is_sample_must_be_tuples[] = "values is sample must be tuples, not";
static char __pyx_k_view_diploids_deme_index_out_of[] = "view_diploids: deme index out of range";
static char __pyx_k_view_gametes_unsupported_object[] = "view_gametes: unsupported object type";
static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced";
static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions";
static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static char __pyx_k_deme_may_not_be_set_to_None_when[] = "deme may not be set to None when sampling from a meta-population";
static char __pyx_k_diploid_view_to_sample_fill_cont[] = "diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found";
static char __pyx_k_diploid_view_unequal_container_s[] = "diploid_view: unequal container sizes for neutral mutations";
static char __pyx_k_fwdpy_Region_weight_not_a_number[] = "fwdpy.Region: weight not a number";
static char __pyx_k_fwdpy_evolve_regions_split_metap[] = "fwdpy.evolve_regions_split: metapopulation data structures out of sync";
static char __pyx_k_fwdpy_mpopvec_internal_data_stru[] = "fwdpy.mpopvec internal data structures out of sync";
static char __pyx_k_fwdpy_popvec_internal_data_struc[] = "fwdpy.popvec internal data structures out of sync";
static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)";
static char __pyx_k_index_greater_than_population_si[] = "index greater than population size";
static char __pyx_k_len_nlist1_must_equal_len_nlist2[] = "len(nlist1) must equal len(nlist2)";
static char __pyx_k_ms_sample_unsupported_type_of_po[] = "ms_sample: unsupported type of popcontainer";
static char __pyx_k_mutation_rate_to_neutral_variant[] = "mutation rate to neutral variants must be >= 0.";
static char __pyx_k_mutation_rate_to_selected_varian[] = "mutation rate to selected variants must be >= 0.";
static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static char __pyx_k_view_diploids_deme_index_require[] = "view_diploids: deme index required for metapopulation";
static char __pyx_k_view_diploids_unsupported_object[] = "view_diploids: unsupported object type";
static char __pyx_k_view_gametes_deme_cannot_be_None[] = "view_gametes: deme cannot be None when p is a metapop";
static char __pyx_k_view_gametes_deme_index_out_of_r[] = "view_gametes: deme index out of range";
static char __pyx_k_view_mutations_deme_cannot_be_no[] = "view_mutations: deme cannot be none for metapops";
static char __pyx_k_view_mutations_deme_index_out_of[] = "view_mutations: deme index out of range";
static char __pyx_k_view_mutations_unsupported_objec[] = "view_mutations: unsupported object type";
static char __pyx_k_Constructor_param_beg_the_begin_2[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #Examples for models where the 3 genotype fitnesses are\n        >>> #1, 1+sh, and 1+2s, respectively\n        >>> recessive = fwdpy.Sregion(0,1,1,0)\n        >>> additive = fwdpy.Sregion(0,1,1,1.0)\n        >>> dominant = fwdpy.Sregion(0,1,1,2.0)\n        ";
static char __pyx_k_Constructor_param_beg_the_begin_3[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param mean: the mean selection coefficient\n        :param shape: the shape parameter of the distribution\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> gdist = fwdpy.GammaS(0,1,1,-0.1,0.35)\n        ";
static char __pyx_k_Constructor_param_beg_the_begin_4[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param s: the selection coefficient\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s = -0.1 and h = 0\n        >>> constantS = fwdpy.ConstantS(0,1,1,-0.1,0)\n        ";
static char __pyx_k_Constructor_param_beg_the_begin_5[] = "\n        Constructor\n    \n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param lo: lower bound on s\n        :param hi: upper bound on s\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s is uniform on [0,-1]\n        >>> constantS = fwdpy.UniformS(0,1,1,0,-1,0)\n        ";
static char __pyx_k_Constructor_param_beg_the_begin_6[] = "\n        Constructor\n    \n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param mean: the mean selection coefficient\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s is exp(-0.1) and recessive\n        >>> constantS = fwdpy.ExpS(0,1,1,0,-0.1,0)\n        ";
static char __pyx_k_Constructor_param_beg_the_begin_7[] = "\n        Constructor\n    \n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param mean: the mean selection coefficient\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s N(0,0.1) and co-dominant\n        >>> constantS = fwdpy.GaussianS(0,1,1,0,0.1,1)\n        ";
static char __pyx_k_Convenience_wrapper_around_func_2[] = "\n    Convenience wrapper around :func:`fwdpy.fwdpy.getfreq`\n\n    :param sample: a sample from a population.  For example, the return value of :func:`fwdpy.fwdpy.ms_sample` or :func:`fwdpy.fwdpy.get_samples`\n    :param derived: If True, report derived allele frequency (DAF).  If False, return minor allele freqency (MAF).\n    \n    Example:\n\n    >>> import fwdpy\n\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> freqs = [fwdpy.getfreqs(i) for i in s]\n    ";
static char __pyx_k_Representation_of_a_region_in_a_2[] = "\n    Representation of a \"region\" in a simulation with a dominance term.\n\n    This class is the base class for a general set of objects representing distributions of fitness effects.\n\n    Attributes:\n        * b: the beginning of the region\n        * e: the end of the region\n        * w: the \"weight\" assigned to the region\n        * h: the dominance term\n\n    See :func:`evolve_regions` for how this class may be used to parameterize a simulation.\n\n    .. note:: This class cannot be used directly to parameterize a simulation.  Rather, you must used\n       a derived type that specifies a distribution of fitness effects.  These types include:\n       :class:`fwdpy.fwdpy.ConstantS`,\n       :class:`fwdpy.fwdpy.UniformS`,\n       :class:`fwdpy.fwdpy.ExpS`,\n       :class:`fwdpy.fwdpy.GammaS`, and \n       :class:`fwdpy.fwdpy.GaussianS`\n    ";
static char __pyx_k_Take_a_sample_from_a_set_of_sim_2[] = "\n    Take a sample from a set of simulated populations.\n\n    :param rng: a :class:`GSLrng`\n    :param pop: An object inheriting from :class:`poptype`\n    :param nsam: The sample size to take.\n    :param removeFixed: if True, only polymorphic sites are retained\n    :param deme: Optional.  If 'pop' is a :class:`metapop`, deme is required and represents the sub-population to sample.\n    \n    :return: A list. Element 0 is neutral mutations, and element 1 is selected mutations.  Within each list is a tuple of size 2.  The first element is the mutation position.  The second element is the genotype for each of the 'nsam' chromosomes.  Genotypes are coded as 0 = the ancestral state and 1 = the derived state.  For each site, each pair of genotypes constitutes a single diploid.  In other words, for nsam = 50, the data will represent the complete haplotypes of 25 diploids.\n\n    :raise: IndexError if 'deme' is out of range and pop is a :class:`fwdpy.fwdpy.metapop`\n\n    Please note that if you desire an odd 'nsam', you should input nsam+2 and randomly remove one haplotype to obtain your desired sample size.  This is due to an issue with how we are sampling chromosomes from the population.\n\n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.get_samples(rng,i,10) for i in pop]\n    ";
static char __pyx_k_home_kevin_src_fwdpy_fwdpy_evol_2[] = "/home/kevin/src/fwdpy/fwdpy/evolve_regions.pyx";
static char __pyx_k_diploid_view_to_sample_fill_cont_2[] = "diploid_view_to_sample_fill_containers_details: offset out of range";
static char __pyx_k_diploid_view_to_sample_fill_cont_3[] = "diploid_view_to_sample_fill_containers: indexing incorrect";
static char __pyx_k_diploid_view_unequal_container_s_2[] = "diploid_view: unequal container sizes for selected mutations";
static PyObject *__pyx_kp_s_1;
static PyObject *__pyx_kp_s_9f;
static PyObject *__pyx_n_s_ASCII;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_n_s_ConstantS;
static PyObject *__pyx_n_s_ConstantS___init;
static PyObject *__pyx_kp_u_ConstantS___init___line_183;
static PyObject *__pyx_n_s_ConstantS___str;
static PyObject *__pyx_kp_s_Constant_fixed_selection_coeffi;
static PyObject *__pyx_kp_s_Constant_s_DFE_s;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin_2;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin_3;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin_4;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin_5;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin_6;
static PyObject *__pyx_kp_u_Constructor_param_beg_the_begin_7;
static PyObject *__pyx_kp_u_Continute_to_evolve_a_region_wi;
static PyObject *__pyx_kp_u_Convenience_wrapper_around_func;
static PyObject *__pyx_kp_u_Convenience_wrapper_around_func_2;
static PyObject *__pyx_n_s_DataFrame;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_kp_u_Evolve_a_region_with_variable_m;
static PyObject *__pyx_n_s_ExpS;
static PyObject *__pyx_n_s_ExpS___init;
static PyObject *__pyx_kp_u_ExpS___init___line_276;
static PyObject *__pyx_n_s_ExpS___str;
static PyObject *__pyx_kp_s_Exponential_DFE_mean;
static PyObject *__pyx_kp_s_Exponential_distribution_on_sel;
static PyObject *__pyx_n_s_GSL;
static PyObject *__pyx_n_s_GammaS;
static PyObject *__pyx_n_s_GammaS___init;
static PyObject *__pyx_kp_u_GammaS___init___line_135;
static PyObject *__pyx_n_s_GammaS___str;
static PyObject *__pyx_kp_s_Gamma_DFE_mean;
static PyObject *__pyx_kp_s_Gamma_distribution_of_fitness_e;
static PyObject *__pyx_n_s_GaussianS;
static PyObject *__pyx_n_s_GaussianS___init;
static PyObject *__pyx_kp_u_GaussianS___init___line_321;
static PyObject *__pyx_n_s_GaussianS___str;
static PyObject *__pyx_kp_s_Gaussian_DFE_s_d;
static PyObject *__pyx_kp_s_Gaussian_distribution_on_select;
static PyObject *__pyx_kp_u_Get_additional_details_for_popu;
static PyObject *__pyx_kp_u_Get_detailed_list_of_a_set_of_d;
static PyObject *__pyx_kp_u_Get_detailed_list_of_all_gamete;
static PyObject *__pyx_kp_u_Get_detailed_list_of_all_mutati;
static PyObject *__pyx_kp_u_Get_mutation_frequencies_param;
static PyObject *__pyx_kp_u_Get_the_frequency_trajectories;
static PyObject *__pyx_kp_u_Get_the_number_of_derived_mutat;
static PyObject *__pyx_n_s_IOError;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_N;
static PyObject *__pyx_n_s_NP;
static PyObject *__pyx_n_s_Ns;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_Region;
static PyObject *__pyx_n_s_Region___init;
static PyObject *__pyx_kp_u_Region___init___line_19;
static PyObject *__pyx_n_s_Region___str;
static PyObject *__pyx_kp_u_Remove_low_frequency_variants_f;
static PyObject *__pyx_kp_s_Representation_of_a_region_in_a;
static PyObject *__pyx_kp_s_Representation_of_a_region_in_a_2;
static PyObject *__pyx_n_s_RuntimeError;
static PyObject *__pyx_kp_u_Simulate_populations_under_idea;
static PyObject *__pyx_n_s_Sregion;
static PyObject *__pyx_n_s_Sregion___init;
static PyObject *__pyx_kp_u_Sregion___init___line_89;
static PyObject *__pyx_n_s_Sregion___str;
static PyObject *__pyx_kp_u_Take_a_sample_from_a_set_of_sim;
static PyObject *__pyx_kp_u_Take_a_sample_from_a_set_of_sim_2;
static PyObject *__pyx_kp_u_Take_the_output_of_a_single_dem;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_s_UniformS;
static PyObject *__pyx_n_s_UniformS___init;
static PyObject *__pyx_kp_u_UniformS___init___line_227;
static PyObject *__pyx_n_s_UniformS___str;
static PyObject *__pyx_kp_s_Uniform_distribution_on_selecti;
static PyObject *__pyx_kp_s_Uniform_s_DFE_lo;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_kp_s__32;
static PyObject *__pyx_kp_s__47;
static PyObject *__pyx_n_s_a;
static PyObject *__pyx_n_s_allgams;
static PyObject *__pyx_n_s_allmuts;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_ancestral;
static PyObject *__pyx_n_s_append;
static PyObject *__pyx_n_s_append_details;
static PyObject *__pyx_n_s_b;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_beg;
static PyObject *__pyx_kp_s_beg_2;
static PyObject *__pyx_n_s_bstr;
static PyObject *__pyx_kp_s_but_deme;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_chrom;
static PyObject *__pyx_n_s_chrom0;
static PyObject *__pyx_n_s_chrom1;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_clearTraj;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_concat;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_copypop;
static PyObject *__pyx_n_s_copypops;
static PyObject *__pyx_n_s_count;
static PyObject *__pyx_n_s_coupled;
static PyObject *__pyx_n_s_deme;
static PyObject *__pyx_kp_s_deme_may_not_be_set_to_None_when;
static PyObject *__pyx_n_s_deps;
static PyObject *__pyx_n_s_derived;
static PyObject *__pyx_n_s_deserialize_metapops;
static PyObject *__pyx_n_s_deserialize_singlepops;
static PyObject *__pyx_n_s_dfreq;
static PyObject *__pyx_n_s_dip;
static PyObject *__pyx_n_s_diploid_view_to_sample;
static PyObject *__pyx_kp_s_diploid_view_to_sample_fill_cont;
static PyObject *__pyx_kp_s_diploid_view_to_sample_fill_cont_2;
static PyObject *__pyx_kp_s_diploid_view_to_sample_fill_cont_3;
static PyObject *__pyx_kp_s_diploid_view_unequal_container_s;
static PyObject *__pyx_kp_s_diploid_view_unequal_container_s_2;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_kp_s_does_not_appear_to_be_a_regular;
static PyObject *__pyx_kp_s_does_not_appear_to_be_a_slim_in;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_dummy;
static PyObject *__pyx_n_s_e;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_kp_s_end_2;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_estr;
static PyObject *__pyx_n_s_evolve_pops_more_t;
static PyObject *__pyx_n_s_evolve_pops_t;
static PyObject *__pyx_kp_u_evolve_pops_t_line_1;
static PyObject *__pyx_n_s_evolve_regions;
static PyObject *__pyx_kp_u_evolve_regions_line_57;
static PyObject *__pyx_n_s_evolve_regions_more;
static PyObject *__pyx_kp_u_evolve_regions_more_line_135;
static PyObject *__pyx_n_s_evolve_regions_split;
static PyObject *__pyx_kp_u_evolve_regions_split_line_197;
static PyObject *__pyx_n_s_f;
static PyObject *__pyx_kp_s_f_0_will_be_treated_as_0;
static PyObject *__pyx_kp_s_f_i_0_will_be_treated_as_0;
static PyObject *__pyx_n_s_filename;
static PyObject *__pyx_n_s_fitness;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_fpio;
static PyObject *__pyx_n_s_freqfilter;
static PyObject *__pyx_kp_u_freqfilter_line_209;
static PyObject *__pyx_n_s_from_dict;
static PyObject *__pyx_n_s_fs;
static PyObject *__pyx_kp_s_fwdp_ExpS_mean_not_finite;
static PyObject *__pyx_n_s_fwdpp;
static PyObject *__pyx_n_s_fwdpy;
static PyObject *__pyx_kp_s_fwdpy_ConstantS_s_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_ConstantS_s_not_finite;
static PyObject *__pyx_kp_s_fwdpy_ExpS_mean_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_GammaS_mean_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_GammaS_mean_not_finite;
static PyObject *__pyx_kp_s_fwdpy_GammaS_shape_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_GammaS_shape_not_finite;
static PyObject *__pyx_kp_s_fwdpy_GaussianS_sd_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_GaussianS_sd_not_finite;
static PyObject *__pyx_kp_s_fwdpy_Region_beg_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_Region_beg_not_finite;
static PyObject *__pyx_kp_s_fwdpy_Region_end_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_Region_end_not_finite;
static PyObject *__pyx_kp_s_fwdpy_Region_weight_0_0;
static PyObject *__pyx_kp_s_fwdpy_Region_weight_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_Region_weight_not_finite;
static PyObject *__pyx_kp_s_fwdpy_Segion_h_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_Sregion_h_not_finite;
static PyObject *__pyx_kp_s_fwdpy_UniformS_hi_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_UniformS_hi_not_finite;
static PyObject *__pyx_kp_s_fwdpy_UniformS_lo_not_a_number;
static PyObject *__pyx_kp_s_fwdpy_UniformS_lo_not_finite;
static PyObject *__pyx_kp_s_fwdpy_copypop_poptype;
static PyObject *__pyx_kp_s_fwdpy_copypopvec_popvec_type;
static PyObject *__pyx_kp_s_fwdpy_evolve_regions_split_metap;
static PyObject *__pyx_n_s_fwdpy_fwdpy;
static PyObject *__pyx_kp_s_fwdpy_mpopvec_internal_data_stru;
static PyObject *__pyx_kp_s_fwdpy_popvec_internal_data_struc;
static PyObject *__pyx_kp_s_fwdpy_readslim;
static PyObject *__pyx_n_s_fwdpyio;
static PyObject *__pyx_n_s_g;
static PyObject *__pyx_n_s_gams;
static PyObject *__pyx_n_s_gen;
static PyObject *__pyx_n_s_get_sample_details;
static PyObject *__pyx_kp_u_get_sample_details_line_91;
static PyObject *__pyx_n_s_get_samples;
static PyObject *__pyx_kp_u_get_samples_line_57;
static PyObject *__pyx_n_s_getfreq;
static PyObject *__pyx_kp_u_getfreq_line_163;
static PyObject *__pyx_n_s_getfreqs;
static PyObject *__pyx_kp_u_getfreqs_line_191;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_gtypes;
static PyObject *__pyx_n_s_h;
static PyObject *__pyx_kp_s_h_2;
static PyObject *__pyx_n_s_hi;
static PyObject *__pyx_kp_s_hi_2;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_copy;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_fwdp;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_slim;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_traj;
static PyObject *__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_il;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_ind;
static PyObject *__pyx_n_s_index;
static PyObject *__pyx_kp_s_index_greater_than_deme_size;
static PyObject *__pyx_kp_s_index_greater_than_population_si;
static PyObject *__pyx_n_s_indlist;
static PyObject *__pyx_n_s_init;
static PyObject *__pyx_n_s_internal;
static PyObject *__pyx_kp_s_is_not_supported;
static PyObject *__pyx_n_s_isfile;
static PyObject *__pyx_n_s_isinf;
static PyObject *__pyx_n_s_isnan;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_j;
static PyObject *__pyx_kp_s_len_nlist1_must_equal_len_nlist2;
static PyObject *__pyx_n_s_lines;
static PyObject *__pyx_n_s_listlen;
static PyObject *__pyx_n_s_listlen1;
static PyObject *__pyx_n_s_listlen2;
static PyObject *__pyx_n_s_lo;
static PyObject *__pyx_n_s_m;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_make_region_manager;
static PyObject *__pyx_n_s_map_itr;
static PyObject *__pyx_n_s_math;
static PyObject *__pyx_n_s_mean;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_metaclass;
static PyObject *__pyx_n_s_minfreq;
static PyObject *__pyx_n_s_minsojourn;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_module;
static PyObject *__pyx_kp_s_mpopvec_deme_size_0_encountered;
static PyObject *__pyx_n_s_mpv;
static PyObject *__pyx_n_s_ms_sample;
static PyObject *__pyx_kp_u_ms_sample_line_34;
static PyObject *__pyx_kp_s_ms_sample_unsupported_type_of_po;
static PyObject *__pyx_n_s_mtypes;
static PyObject *__pyx_n_s_mu_neutral;
static PyObject *__pyx_n_s_mu_selected;
static PyObject *__pyx_kp_s_mutation_rate_to_neutral_variant;
static PyObject *__pyx_kp_s_mutation_rate_to_selected_varian;
static PyObject *__pyx_n_s_mutrate;
static PyObject *__pyx_n_s_n;
static PyObject *__pyx_n_s_n0;
static PyObject *__pyx_n_s_n1;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_nderived;
static PyObject *__pyx_kp_u_nderived_line_146;
static PyObject *__pyx_n_s_nderived_site;
static PyObject *__pyx_kp_u_nderived_site_line_122;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_neutral;
static PyObject *__pyx_n_s_neutral_df;
static PyObject *__pyx_n_s_neutral_info;
static PyObject *__pyx_n_s_nlist;
static PyObject *__pyx_n_s_nlist1;
static PyObject *__pyx_n_s_nlist2;
static PyObject *__pyx_n_s_nmpops;
static PyObject *__pyx_n_s_np;
static PyObject *__pyx_n_s_npops;
static PyObject *__pyx_n_s_nregions;
static PyObject *__pyx_n_s_nsam;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_n_s_o;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_object;
static PyObject *__pyx_n_s_open;
static PyObject *__pyx_n_s_org;
static PyObject *__pyx_n_s_os;
static PyObject *__pyx_n_s_os_path;
static PyObject *__pyx_n_s_p;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_pandas;
static PyObject *__pyx_n_s_parse_slim_elements;
static PyObject *__pyx_n_s_parse_slim_mutrate;
static PyObject *__pyx_n_s_parse_slim_muttypes;
static PyObject *__pyx_n_s_parse_slim_organization;
static PyObject *__pyx_n_s_parse_slim_recrates;
static PyObject *__pyx_n_s_path;
static PyObject *__pyx_n_s_pd;
static PyObject *__pyx_n_s_pkg_dependencies;
static PyObject *__pyx_n_s_pkg_version;
static PyObject *__pyx_n_s_pop;
static PyObject *__pyx_n_s_pops;
static PyObject *__pyx_n_s_popsize;
static PyObject *__pyx_n_s_popsizes;
static PyObject *__pyx_n_s_pos;
static PyObject *__pyx_n_s_prepare;
static PyObject *__pyx_n_s_ps;
static PyObject *__pyx_n_s_psizes;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_qualname;
static PyObject *__pyx_n_s_r;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_read;
static PyObject *__pyx_n_s_readslim;
static PyObject *__pyx_n_s_recdata;
static PyObject *__pyx_kp_s_recombination_rate_must_be_0;
static PyObject *__pyx_n_s_recrate;
static PyObject *__pyx_n_s_recregions;
static PyObject *__pyx_n_s_removeFixed;
static PyObject *__pyx_n_s_rho;
static PyObject *__pyx_n_s_rmgr;
static PyObject *__pyx_n_s_rng;
static PyObject *__pyx_n_s_rv;
static PyObject *__pyx_n_s_s;
static PyObject *__pyx_n_s_sample;
static PyObject *__pyx_n_s_sane;
static PyObject *__pyx_n_s_sd;
static PyObject *__pyx_n_s_seed;
static PyObject *__pyx_n_s_selected;
static PyObject *__pyx_n_s_selectedOnly;
static PyObject *__pyx_n_s_selected_df;
static PyObject *__pyx_n_s_selected_info;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_n_s_serialize;
static PyObject *__pyx_n_s_set_index;
static PyObject *__pyx_n_s_sh0;
static PyObject *__pyx_n_s_sh1;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_kp_s_shape_2;
static PyObject *__pyx_n_s_site;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_size_2;
static PyObject *__pyx_n_s_splitlines;
static PyObject *__pyx_n_s_sregions;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_n_s_str;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_n_s_strip;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_super;
static PyObject *__pyx_n_s_temp1;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_test_evolve_mpi;
static PyObject *__pyx_n_s_test_evolve_regions_async;
static PyObject *__pyx_n_s_theta;
static PyObject *__pyx_n_s_track;
static PyObject *__pyx_n_s_trajectories;
static PyObject *__pyx_kp_u_trajectories_line_1;
static PyObject *__pyx_n_s_tt;
static PyObject *__pyx_n_s_ttl_nsam;
static PyObject *__pyx_n_s_umuts;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_n_s_unique_gams;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_v;
static PyObject *__pyx_kp_s_value_for_deme_out_of_range_len;
static PyObject *__pyx_kp_s_values_is_sample_must_be_tuples;
static PyObject *__pyx_n_s_view;
static PyObject *__pyx_n_s_view_diploids;
static PyObject *__pyx_kp_s_view_diploids_deme_index_out_of;
static PyObject *__pyx_kp_s_view_diploids_deme_index_require;
static PyObject *__pyx_kp_u_view_diploids_line_292;
static PyObject *__pyx_n_s_view_diploids_metapop;
static PyObject *__pyx_n_s_view_diploids_pd;
static PyObject *__pyx_n_s_view_diploids_pd_popvec;
static PyObject *__pyx_n_s_view_diploids_pd_singlepop;
static PyObject *__pyx_n_s_view_diploids_popvec;
static PyObject *__pyx_n_s_view_diploids_singlepop;
static PyObject *__pyx_kp_s_view_diploids_unsupported_object;
static PyObject *__pyx_n_s_view_gametes;
static PyObject *__pyx_kp_s_view_gametes_deme_cannot_be_None;
static PyObject *__pyx_kp_s_view_gametes_deme_index_out_of_r;
static PyObject *__pyx_kp_u_view_gametes_line_221;
static PyObject *__pyx_n_s_view_gametes_metapop;
static PyObject *__pyx_n_s_view_gametes_popvec;
static PyObject *__pyx_n_s_view_gametes_singlepop;
static PyObject *__pyx_kp_s_view_gametes_unsupported_object;
static PyObject *__pyx_n_s_view_mutations;
static PyObject *__pyx_kp_s_view_mutations_deme_cannot_be_no;
static PyObject *__pyx_kp_s_view_mutations_deme_index_out_of;
static PyObject *__pyx_kp_u_view_mutations_line_138;
static PyObject *__pyx_n_s_view_mutations_metapop;
static PyObject *__pyx_n_s_view_mutations_popvec;
static PyObject *__pyx_n_s_view_mutations_singlepop;
static PyObject *__pyx_kp_s_view_mutations_unsupported_objec;
static PyObject *__pyx_n_s_vneutral;
static PyObject *__pyx_n_s_vselected;
static PyObject *__pyx_n_s_w;
static PyObject *__pyx_n_s_warn;
static PyObject *__pyx_n_s_warnings;
static PyObject *__pyx_n_s_weight;
static PyObject *__pyx_kp_s_weight_2;
static PyObject *__pyx_n_s_wstr;
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop___del__(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_2gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_4popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_6sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_8clearTraj(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec___del__(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_2gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_4popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_6sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_6popvec___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, unsigned int __pyx_v_npops, unsigned int __pyx_v_N); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_2__iter__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_4__next__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_6__getitem__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, int __pyx_v_i); /* proto */
static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_6popvec_8__len__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_10__append_details__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_12append(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_14size(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops___get__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops_2__set__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops_4__del__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, unsigned int __pyx_v_npops, unsigned int __pyx_v_N); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_2__iter__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_4__next__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6__getitem__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, int __pyx_v_i); /* proto */
static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_8__len__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_10size(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops___get__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops_2__set__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops_4__del__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop___del__(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_7metapop_2__len__(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop_4gen(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop_6popsizes(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop_8sane(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_7mpopvec___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, unsigned int __pyx_v_nmpops, PyObject *__pyx_v_Ns); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_2__iter__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_4__next__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_6__getitem__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, int __pyx_v_i); /* proto */
static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_7mpopvec_8__len__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_10size(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_12__append_details__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_14append(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops___get__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops_2__set__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops_4__del__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self); /* proto */
static int __pyx_pf_5fwdpy_5fwdpy_6GSLrng___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_self, int __pyx_v_seed); /* proto */
static void __pyx_pf_5fwdpy_5fwdpy_6GSLrng_2__dealloc__(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_evolve_pops_t(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, int __pyx_v_N, PyObject *__pyx_v_nlist, double __pyx_v_theta, double __pyx_v_rho); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_2evolve_pops_more_t(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops, PyObject *__pyx_v_nlist, double __pyx_v_theta, double __pyx_v_rho); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_4ms_sample(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6get_samples(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed, PyObject *__pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_8get_sample_details(CYTHON_UNUSED PyObject *__pyx_self, KTfwd::sample_t __pyx_v_ms_sample, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_10nderived_site(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_site); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_12nderived(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sample); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_14getfreq(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_site, int __pyx_v_derived); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_16getfreqs(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sample, int __pyx_v_derived); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_18freqfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sample, float __pyx_v_minfreq, int __pyx_v_derived); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_20test_evolve_regions_async(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_22test_evolve_mpi(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, int __pyx_v_N, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_24evolve_regions(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, int __pyx_v_N, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_26evolve_regions_more(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_28evolve_regions_split(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops, __Pyx_memviewslice __pyx_v_nlist1, __Pyx_memviewslice __pyx_v_nlist2, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, std::vector<double>  __pyx_v_fs, char const *__pyx_v_fitness); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6Region___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6Region_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7Sregion___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_h, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_7Sregion_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6GammaS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_mean, float __pyx_v_shape, float __pyx_v_h, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_6GammaS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9ConstantS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_s, float __pyx_v_h, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9ConstantS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_8UniformS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_lo, float __pyx_v_hi, float __pyx_v_h, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_8UniformS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_4ExpS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_mean, float __pyx_v_h, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_4ExpS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9GaussianS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_sd, float __pyx_v_h, PyObject *__pyx_v_coupled); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_9GaussianS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_30readslim(CYTHON_UNUSED PyObject *__pyx_self, char const *__pyx_v_filename); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_32trajectories(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pop, int __pyx_v_minsojourn, double __pyx_v_minfreq); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_34copypop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_36copypops(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popcont *__pyx_v_pops); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_38view_mutations_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_40view_mutations_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_42view_mutations_metapop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p, unsigned int __pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_44view_mutations(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_46view_gametes_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_48view_gametes_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_50view_gametes_metapop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p, unsigned int __pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_52view_gametes(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_54view_diploids_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p, PyObject *__pyx_v_indlist); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_56view_diploids_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p, PyObject *__pyx_v_indlist); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_58view_diploids_metapop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p, PyObject *__pyx_v_indlist, unsigned int __pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_60view_diploids(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_indlist, PyObject *__pyx_v_deme); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_62diploid_view_to_sample(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_view); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_64view_diploids_pd_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p, std::vector<unsigned int>  __pyx_v_indlist, int __pyx_v_selectedOnly); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_66view_diploids_pd_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p, std::vector<unsigned int>  __pyx_v_indlist, int __pyx_v_selectedOnly); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_68view_diploids_pd(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_indlist, int __pyx_v_selectedOnly); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_70pkg_dependencies(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5fwdpy_5fwdpy_72pkg_version(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static int __pyx_pf_7cpython_5array_5array___getbuffer__(arrayobject *__pyx_v_self, Py_buffer *__pyx_v_info, CYTHON_UNUSED int __pyx_v_flags); /* proto */
static void __pyx_pf_7cpython_5array_5array_2__releasebuffer__(CYTHON_UNUSED arrayobject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_poptype(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_singlepop(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_metapop(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_singlepop_gm_vec(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_popcont(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_popvec(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_popvec_gmv(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_mpopvec(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_GSLrng(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
static PyObject *__pyx_int_neg_1;
static PyObject *__pyx_tuple_;
static PyObject *__pyx_tuple__2;
static PyObject *__pyx_tuple__3;
static PyObject *__pyx_tuple__4;
static PyObject *__pyx_tuple__5;
static PyObject *__pyx_tuple__6;
static PyObject *__pyx_tuple__7;
static PyObject *__pyx_tuple__8;
static PyObject *__pyx_tuple__9;
static PyObject *__pyx_slice__75;
static PyObject *__pyx_slice__76;
static PyObject *__pyx_slice__77;
static PyObject *__pyx_tuple__10;
static PyObject *__pyx_tuple__11;
static PyObject *__pyx_tuple__12;
static PyObject *__pyx_tuple__13;
static PyObject *__pyx_tuple__14;
static PyObject *__pyx_tuple__15;
static PyObject *__pyx_tuple__16;
static PyObject *__pyx_tuple__17;
static PyObject *__pyx_tuple__18;
static PyObject *__pyx_tuple__19;
static PyObject *__pyx_tuple__20;
static PyObject *__pyx_tuple__21;
static PyObject *__pyx_tuple__22;
static PyObject *__pyx_tuple__23;
static PyObject *__pyx_tuple__24;
static PyObject *__pyx_tuple__25;
static PyObject *__pyx_tuple__26;
static PyObject *__pyx_tuple__27;
static PyObject *__pyx_tuple__28;
static PyObject *__pyx_tuple__29;
static PyObject *__pyx_tuple__30;
static PyObject *__pyx_tuple__31;
static PyObject *__pyx_tuple__33;
static PyObject *__pyx_tuple__34;
static PyObject *__pyx_tuple__35;
static PyObject *__pyx_tuple__36;
static PyObject *__pyx_tuple__37;
static PyObject *__pyx_tuple__38;
static PyObject *__pyx_tuple__39;
static PyObject *__pyx_tuple__40;
static PyObject *__pyx_tuple__41;
static PyObject *__pyx_tuple__42;
static PyObject *__pyx_tuple__43;
static PyObject *__pyx_tuple__44;
static PyObject *__pyx_tuple__45;
static PyObject *__pyx_tuple__46;
static PyObject *__pyx_tuple__48;
static PyObject *__pyx_tuple__49;
static PyObject *__pyx_tuple__50;
static PyObject *__pyx_tuple__51;
static PyObject *__pyx_tuple__52;
static PyObject *__pyx_tuple__53;
static PyObject *__pyx_tuple__54;
static PyObject *__pyx_tuple__55;
static PyObject *__pyx_tuple__56;
static PyObject *__pyx_tuple__57;
static PyObject *__pyx_tuple__58;
static PyObject *__pyx_tuple__59;
static PyObject *__pyx_tuple__60;
static PyObject *__pyx_tuple__61;
static PyObject *__pyx_tuple__62;
static PyObject *__pyx_tuple__63;
static PyObject *__pyx_tuple__64;
static PyObject *__pyx_tuple__65;
static PyObject *__pyx_tuple__66;
static PyObject *__pyx_tuple__67;
static PyObject *__pyx_tuple__68;
static PyObject *__pyx_tuple__69;
static PyObject *__pyx_tuple__70;
static PyObject *__pyx_tuple__71;
static PyObject *__pyx_tuple__72;
static PyObject *__pyx_tuple__73;
static PyObject *__pyx_tuple__74;
static PyObject *__pyx_tuple__78;
static PyObject *__pyx_tuple__79;
static PyObject *__pyx_tuple__81;
static PyObject *__pyx_tuple__83;
static PyObject *__pyx_tuple__85;
static PyObject *__pyx_tuple__87;
static PyObject *__pyx_tuple__89;
static PyObject *__pyx_tuple__91;
static PyObject *__pyx_tuple__93;
static PyObject *__pyx_tuple__95;
static PyObject *__pyx_tuple__97;
static PyObject *__pyx_tuple__99;
static PyObject *__pyx_tuple__101;
static PyObject *__pyx_tuple__103;
static PyObject *__pyx_tuple__105;
static PyObject *__pyx_tuple__107;
static PyObject *__pyx_tuple__109;
static PyObject *__pyx_tuple__111;
static PyObject *__pyx_tuple__112;
static PyObject *__pyx_tuple__114;
static PyObject *__pyx_tuple__116;
static PyObject *__pyx_tuple__118;
static PyObject *__pyx_tuple__120;
static PyObject *__pyx_tuple__122;
static PyObject *__pyx_tuple__124;
static PyObject *__pyx_tuple__126;
static PyObject *__pyx_tuple__128;
static PyObject *__pyx_tuple__130;
static PyObject *__pyx_tuple__132;
static PyObject *__pyx_tuple__134;
static PyObject *__pyx_tuple__136;
static PyObject *__pyx_tuple__138;
static PyObject *__pyx_tuple__140;
static PyObject *__pyx_tuple__142;
static PyObject *__pyx_tuple__144;
static PyObject *__pyx_tuple__146;
static PyObject *__pyx_tuple__148;
static PyObject *__pyx_tuple__150;
static PyObject *__pyx_tuple__152;
static PyObject *__pyx_tuple__154;
static PyObject *__pyx_tuple__156;
static PyObject *__pyx_tuple__158;
static PyObject *__pyx_tuple__160;
static PyObject *__pyx_tuple__162;
static PyObject *__pyx_tuple__164;
static PyObject *__pyx_tuple__166;
static PyObject *__pyx_tuple__168;
static PyObject *__pyx_tuple__170;
static PyObject *__pyx_tuple__172;
static PyObject *__pyx_tuple__174;
static PyObject *__pyx_tuple__176;
static PyObject *__pyx_tuple__178;
static PyObject *__pyx_tuple__180;
static PyObject *__pyx_tuple__182;
static PyObject *__pyx_tuple__183;
static PyObject *__pyx_tuple__184;
static PyObject *__pyx_tuple__185;
static PyObject *__pyx_tuple__186;
static PyObject *__pyx_codeobj__80;
static PyObject *__pyx_codeobj__82;
static PyObject *__pyx_codeobj__84;
static PyObject *__pyx_codeobj__86;
static PyObject *__pyx_codeobj__88;
static PyObject *__pyx_codeobj__90;
static PyObject *__pyx_codeobj__92;
static PyObject *__pyx_codeobj__94;
static PyObject *__pyx_codeobj__96;
static PyObject *__pyx_codeobj__98;
static PyObject *__pyx_codeobj__100;
static PyObject *__pyx_codeobj__102;
static PyObject *__pyx_codeobj__104;
static PyObject *__pyx_codeobj__106;
static PyObject *__pyx_codeobj__108;
static PyObject *__pyx_codeobj__110;
static PyObject *__pyx_codeobj__113;
static PyObject *__pyx_codeobj__115;
static PyObject *__pyx_codeobj__117;
static PyObject *__pyx_codeobj__119;
static PyObject *__pyx_codeobj__121;
static PyObject *__pyx_codeobj__123;
static PyObject *__pyx_codeobj__125;
static PyObject *__pyx_codeobj__127;
static PyObject *__pyx_codeobj__129;
static PyObject *__pyx_codeobj__131;
static PyObject *__pyx_codeobj__133;
static PyObject *__pyx_codeobj__135;
static PyObject *__pyx_codeobj__137;
static PyObject *__pyx_codeobj__139;
static PyObject *__pyx_codeobj__141;
static PyObject *__pyx_codeobj__143;
static PyObject *__pyx_codeobj__145;
static PyObject *__pyx_codeobj__147;
static PyObject *__pyx_codeobj__149;
static PyObject *__pyx_codeobj__151;
static PyObject *__pyx_codeobj__153;
static PyObject *__pyx_codeobj__155;
static PyObject *__pyx_codeobj__157;
static PyObject *__pyx_codeobj__159;
static PyObject *__pyx_codeobj__161;
static PyObject *__pyx_codeobj__163;
static PyObject *__pyx_codeobj__165;
static PyObject *__pyx_codeobj__167;
static PyObject *__pyx_codeobj__169;
static PyObject *__pyx_codeobj__171;
static PyObject *__pyx_codeobj__173;
static PyObject *__pyx_codeobj__175;
static PyObject *__pyx_codeobj__177;
static PyObject *__pyx_codeobj__179;
static PyObject *__pyx_codeobj__181;

/* "fwdpy/classes.pyx":12
 *     the output of iterating through a :class:`popvec`.
 *     """
 *     def __del__(self):             # <<<<<<<<<<<<<<
 *        self.pop.reset()
 *     cpdef gen(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_1__del__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_1__del__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9singlepop___del__(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop___del__(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);

  /* "fwdpy/classes.pyx":13
 *     """
 *     def __del__(self):
 *        self.pop.reset()             # <<<<<<<<<<<<<<
 *     cpdef gen(self):
 *         """
 */
  __pyx_v_self->pop.reset();

  /* "fwdpy/classes.pyx":12
 *     the output of iterating through a :class:`popvec`.
 *     """
 *     def __del__(self):             # <<<<<<<<<<<<<<
 *        self.pop.reset()
 *     cpdef gen(self):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":14
 *     def __del__(self):
 *        self.pop.reset()
 *     cpdef gen(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the generation that the population is currently evolved to
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_3gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gen", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_gen); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_3gen)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":18
 *         Returns the generation that the population is currently evolved to
 *         """
 *         return self.pop.get().generation             # <<<<<<<<<<<<<<
 *     cpdef popsize(self):
 *         """
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_self->pop.get()->generation); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":14
 *     def __del__(self):
 *        self.pop.reset()
 *     cpdef gen(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the generation that the population is currently evolved to
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_3gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_9singlepop_2gen[] = "\n        Returns the generation that the population is currently evolved to\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_3gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("gen (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9singlepop_2gen(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_2gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gen", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_9singlepop_gen(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":19
 *         """
 *         return self.pop.get().generation
 *     cpdef popsize(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the size of the population
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_5popsize(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("popsize", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_popsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_5popsize)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":23
 *         Returns the size of the population
 *         """
 *         return self.pop.get().N             # <<<<<<<<<<<<<<
 *     cpdef sane(self):
 *         """
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_self->pop.get()->N); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":19
 *         """
 *         return self.pop.get().generation
 *     cpdef popsize(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the size of the population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.popsize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_5popsize(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_9singlepop_4popsize[] = "\n        Returns the size of the population\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_5popsize(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("popsize (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9singlepop_4popsize(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_4popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("popsize", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_9singlepop_popsize(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.popsize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":24
 *         """
 *         return self.pop.get().N
 *     cpdef sane(self):             # <<<<<<<<<<<<<<
 *         """
 *         Makes sure that the population is in a sane state.
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_7sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sane", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_sane); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_7sane)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":33
 * 
 *         """
 *         return self.pop.get().sane()             # <<<<<<<<<<<<<<
 *     cpdef clearTraj(self):
 *         return self.pop.get().clearTrajectories()
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->pop.get()->sane()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":24
 *         """
 *         return self.pop.get().N
 *     cpdef sane(self):             # <<<<<<<<<<<<<<
 *         """
 *         Makes sure that the population is in a sane state.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.sane", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_7sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_9singlepop_6sane[] = "\n        Makes sure that the population is in a sane state.\n\n        Internally, this checks that pop.N == pop.diploids.size(),\n        which it should be if the C++ code behind this all is properly updating\n        the data structures!\n\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_7sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("sane (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9singlepop_6sane(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_6sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sane", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_9singlepop_sane(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.sane", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":34
 *         """
 *         return self.pop.get().sane()
 *     cpdef clearTraj(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().clearTrajectories()
 * 
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_9clearTraj(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_9singlepop_clearTraj(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("clearTraj", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_clearTraj); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_9clearTraj)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":35
 *         return self.pop.get().sane()
 *     cpdef clearTraj(self):
 *         return self.pop.get().clearTrajectories()             # <<<<<<<<<<<<<<
 * 
 * cdef class singlepop_gm_vec(poptype):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_void_to_None(__pyx_v_self->pop.get()->clearTrajectories()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":34
 *         """
 *         return self.pop.get().sane()
 *     cpdef clearTraj(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().clearTrajectories()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.clearTraj", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_9clearTraj(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9singlepop_9clearTraj(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("clearTraj (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9singlepop_8clearTraj(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9singlepop_8clearTraj(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("clearTraj", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_9singlepop_clearTraj(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop.clearTraj", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":38
 * 
 * cdef class singlepop_gm_vec(poptype):
 *     def __del__(self):             # <<<<<<<<<<<<<<
 *         self.pop.reset()
 *     cpdef gen(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_1__del__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_1__del__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec___del__(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec___del__(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);

  /* "fwdpy/classes.pyx":39
 * cdef class singlepop_gm_vec(poptype):
 *     def __del__(self):
 *         self.pop.reset()             # <<<<<<<<<<<<<<
 *     cpdef gen(self):
 *         return self.pop.get().generation
 */
  __pyx_v_self->pop.reset();

  /* "fwdpy/classes.pyx":38
 * 
 * cdef class singlepop_gm_vec(poptype):
 *     def __del__(self):             # <<<<<<<<<<<<<<
 *         self.pop.reset()
 *     cpdef gen(self):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":40
 *     def __del__(self):
 *         self.pop.reset()
 *     cpdef gen(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().generation
 *     cpdef popsize(self):
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_3gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gen", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_gen); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_3gen)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":41
 *         self.pop.reset()
 *     cpdef gen(self):
 *         return self.pop.get().generation             # <<<<<<<<<<<<<<
 *     cpdef popsize(self):
 *         return self.pop.get().N
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_self->pop.get()->generation); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":40
 *     def __del__(self):
 *         self.pop.reset()
 *     cpdef gen(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().generation
 *     cpdef popsize(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop_gm_vec.gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_3gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_3gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("gen (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_2gen(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_2gen(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gen", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_gen(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop_gm_vec.gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":42
 *     cpdef gen(self):
 *         return self.pop.get().generation
 *     cpdef popsize(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().N
 *     cpdef sane(self):
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_5popsize(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("popsize", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_popsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_5popsize)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":43
 *         return self.pop.get().generation
 *     cpdef popsize(self):
 *         return self.pop.get().N             # <<<<<<<<<<<<<<
 *     cpdef sane(self):
 *         return self.pop.get().sane();
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_self->pop.get()->N); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":42
 *     cpdef gen(self):
 *         return self.pop.get().generation
 *     cpdef popsize(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().N
 *     cpdef sane(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop_gm_vec.popsize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_5popsize(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_5popsize(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("popsize (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_4popsize(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_4popsize(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("popsize", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_popsize(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop_gm_vec.popsize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":44
 *     cpdef popsize(self):
 *         return self.pop.get().N
 *     cpdef sane(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().sane();
 * 
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_7sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sane", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_sane); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_7sane)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":45
 *         return self.pop.get().N
 *     cpdef sane(self):
 *         return self.pop.get().sane();             # <<<<<<<<<<<<<<
 * 
 * cdef class popvec(popcont):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->pop.get()->sane()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":44
 *     cpdef popsize(self):
 *         return self.pop.get().N
 *     cpdef sane(self):             # <<<<<<<<<<<<<<
 *         return self.pop.get().sane();
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop_gm_vec.sane", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_7sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_7sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("sane (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_6sane(((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_16singlepop_gm_vec_6sane(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sane", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_sane(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.singlepop_gm_vec.sane", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":57
 *     See :func:`evolve_pops_t` and :func:`evolve_regions` for use cases.
 *     """
 *     def __cinit__(self,unsigned npops,unsigned N):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_6popvec_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_6popvec_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  unsigned int __pyx_v_npops;
  unsigned int __pyx_v_N;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_npops,&__pyx_n_s_N,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_npops)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_N)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_npops = __Pyx_PyInt_As_unsigned_int(values[0]); if (unlikely((__pyx_v_npops == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_N = __Pyx_PyInt_As_unsigned_int(values[1]); if (unlikely((__pyx_v_N == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec___cinit__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self), __pyx_v_npops, __pyx_v_N);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_6popvec___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, unsigned int __pyx_v_npops, unsigned int __pyx_v_N) {
  unsigned int __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pi = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  unsigned int __pyx_t_2;
  unsigned int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "fwdpy/classes.pyx":64
 *         :param N: Initial population number for each population
 *         """
 *         self.pypops=list()             # <<<<<<<<<<<<<<
 *         for i in range(npops):
 *             self.pops.push_back(shared_ptr[singlepop_t](new singlepop_t(N)))
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":65
 *         """
 *         self.pypops=list()
 *         for i in range(npops):             # <<<<<<<<<<<<<<
 *             self.pops.push_back(shared_ptr[singlepop_t](new singlepop_t(N)))
 *             pi = singlepop()
 */
  __pyx_t_2 = __pyx_v_npops;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "fwdpy/classes.pyx":66
 *         self.pypops=list()
 *         for i in range(npops):
 *             self.pops.push_back(shared_ptr[singlepop_t](new singlepop_t(N)))             # <<<<<<<<<<<<<<
 *             pi = singlepop()
 *             pi.pop = self.pops[i]
 */
    try {
      __pyx_v_self->pops.push_back(std::shared_ptr<fwdpy::singlepop_t> (new fwdpy::singlepop_t(__pyx_v_N)));
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/classes.pyx":67
 *         for i in range(npops):
 *             self.pops.push_back(shared_ptr[singlepop_t](new singlepop_t(N)))
 *             pi = singlepop()             # <<<<<<<<<<<<<<
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_singlepop), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_pi, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "fwdpy/classes.pyx":68
 *             self.pops.push_back(shared_ptr[singlepop_t](new singlepop_t(N)))
 *             pi = singlepop()
 *             pi.pop = self.pops[i]             # <<<<<<<<<<<<<<
 *             self.pypops.append(pi)
 *     def __iter__(self):
 */
    __pyx_v_pi->pop = (__pyx_v_self->pops[__pyx_v_i]);

    /* "fwdpy/classes.pyx":69
 *             pi = singlepop()
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)             # <<<<<<<<<<<<<<
 *     def __iter__(self):
 *         return iter(self.pypops)
 */
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pypops, ((PyObject *)__pyx_v_pi)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/classes.pyx":57
 *     See :func:`evolve_pops_t` and :func:`evolve_regions` for use cases.
 *     """
 *     def __cinit__(self,unsigned npops,unsigned N):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pi);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":70
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         return iter(self.pypops)
 *     def __next__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_3__iter__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_3__iter__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_2__iter__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_2__iter__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__iter__", 0);

  /* "fwdpy/classes.pyx":71
 *             self.pypops.append(pi)
 *     def __iter__(self):
 *         return iter(self.pypops)             # <<<<<<<<<<<<<<
 *     def __next__(self):
 *         return next(self.pypops)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_v_self->pypops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":70
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         return iter(self.pypops)
 *     def __next__(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":72
 *     def __iter__(self):
 *         return iter(self.pypops)
 *     def __next__(self):             # <<<<<<<<<<<<<<
 *         return next(self.pypops)
 *     def __getitem__(self, int i):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_5__next__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_5__next__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__next__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_4__next__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_4__next__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__next__", 0);

  /* "fwdpy/classes.pyx":73
 *         return iter(self.pypops)
 *     def __next__(self):
 *         return next(self.pypops)             # <<<<<<<<<<<<<<
 *     def __getitem__(self, int i):
 *         return self.pypops[i]
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_v_self->pypops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyIter_Next(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":72
 *     def __iter__(self):
 *         return iter(self.pypops)
 *     def __next__(self):             # <<<<<<<<<<<<<<
 *         return next(self.pypops)
 *     def __getitem__(self, int i):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__next__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":74
 *     def __next__(self):
 *         return next(self.pypops)
 *     def __getitem__(self, int i):             # <<<<<<<<<<<<<<
 *         return self.pypops[i]
 *     def __len__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_i); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_i) {
  int __pyx_v_i;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  assert(__pyx_arg_i); {
    __pyx_v_i = __Pyx_PyInt_As_int(__pyx_arg_i); if (unlikely((__pyx_v_i == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_6__getitem__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self), ((int)__pyx_v_i));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_6__getitem__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, int __pyx_v_i) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "fwdpy/classes.pyx":75
 *         return next(self.pypops)
 *     def __getitem__(self, int i):
 *         return self.pypops[i]             # <<<<<<<<<<<<<<
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_self->pypops, __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":74
 *     def __next__(self):
 *         return next(self.pypops)
 *     def __getitem__(self, int i):             # <<<<<<<<<<<<<<
 *         return self.pypops[i]
 *     def __len__(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":76
 *     def __getitem__(self, int i):
 *         return self.pypops[i]
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 */

/* Python wrapper */
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_6popvec_9__len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_6popvec_9__len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_8__len__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_6popvec_8__len__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self) {
  unsigned int __pyx_v_size_;
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "fwdpy/classes.pyx":77
 *         return self.pypops[i]
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)             # <<<<<<<<<<<<<<
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 */
  __pyx_t_1 = __pyx_v_self->pypops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_size_ = __pyx_t_2;

  /* "fwdpy/classes.pyx":78
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 */
  __pyx_t_3 = ((__pyx_v_self->pops.size() != __pyx_v_size_) != 0);
  if (__pyx_t_3) {

    /* "fwdpy/classes.pyx":79
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")             # <<<<<<<<<<<<<<
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/classes.pyx":78
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 */
  }

  /* "fwdpy/classes.pyx":80
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()             # <<<<<<<<<<<<<<
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):
 *         self.pops=newpops
 */
  __pyx_r = __pyx_v_self->pops.size();
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":76
 *     def __getitem__(self, int i):
 *         return self.pypops[i]
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":81
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):             # <<<<<<<<<<<<<<
 *         self.pops=newpops
 *         self.pypops=list()
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_6popvec_reset(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, std::vector<std::shared_ptr<fwdpy::singlepop_t> >  const &__pyx_v_newpops) {
  size_t __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pi = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reset", 0);

  /* "fwdpy/classes.pyx":82
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):
 *         self.pops=newpops             # <<<<<<<<<<<<<<
 *         self.pypops=list()
 *         for i in range(self.pops.size()):
 */
  __pyx_v_self->pops = __pyx_v_newpops;

  /* "fwdpy/classes.pyx":83
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):
 *         self.pops=newpops
 *         self.pypops=list()             # <<<<<<<<<<<<<<
 *         for i in range(self.pops.size()):
 *             pi = singlepop();
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":84
 *         self.pops=newpops
 *         self.pypops=list()
 *         for i in range(self.pops.size()):             # <<<<<<<<<<<<<<
 *             pi = singlepop();
 *             pi.pop=self.pops[i]
 */
  __pyx_t_2 = __pyx_v_self->pops.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "fwdpy/classes.pyx":85
 *         self.pypops=list()
 *         for i in range(self.pops.size()):
 *             pi = singlepop();             # <<<<<<<<<<<<<<
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_singlepop), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_pi, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "fwdpy/classes.pyx":86
 *         for i in range(self.pops.size()):
 *             pi = singlepop();
 *             pi.pop=self.pops[i]             # <<<<<<<<<<<<<<
 *             self.pypops.append(pi)
 *     def __append_details__(self,popvec p):
 */
    __pyx_v_pi->pop = (__pyx_v_self->pops[__pyx_v_i]);

    /* "fwdpy/classes.pyx":87
 *             pi = singlepop();
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)             # <<<<<<<<<<<<<<
 *     def __append_details__(self,popvec p):
 *         for i in range(len(p)):
 */
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pypops, ((PyObject *)__pyx_v_pi)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/classes.pyx":81
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):             # <<<<<<<<<<<<<<
 *         self.pops=newpops
 *         self.pypops=list()
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.reset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pi);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":88
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)
 *     def __append_details__(self,popvec p):             # <<<<<<<<<<<<<<
 *         for i in range(len(p)):
 *             self.pops.push_back(p.pops[i])
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_11__append_details__(PyObject *__pyx_v_self, PyObject *__pyx_v_p); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_11__append_details__(PyObject *__pyx_v_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__append_details__ (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "p", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_10__append_details__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self), ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_10__append_details__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p) {
  Py_ssize_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__append_details__", 0);

  /* "fwdpy/classes.pyx":89
 *             self.pypops.append(pi)
 *     def __append_details__(self,popvec p):
 *         for i in range(len(p)):             # <<<<<<<<<<<<<<
 *             self.pops.push_back(p.pops[i])
 *             self.pypops.append(p[i])
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_p)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "fwdpy/classes.pyx":90
 *     def __append_details__(self,popvec p):
 *         for i in range(len(p)):
 *             self.pops.push_back(p.pops[i])             # <<<<<<<<<<<<<<
 *             self.pypops.append(p[i])
 *     cpdef append(self,popvec p):
 */
    try {
      __pyx_v_self->pops.push_back((__pyx_v_p->pops[__pyx_v_i]));
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/classes.pyx":91
 *         for i in range(len(p)):
 *             self.pops.push_back(p.pops[i])
 *             self.pypops.append(p[i])             # <<<<<<<<<<<<<<
 *     cpdef append(self,popvec p):
 *         """
 */
    __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_v_p), __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pypops, __pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }

  /* "fwdpy/classes.pyx":88
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)
 *     def __append_details__(self,popvec p):             # <<<<<<<<<<<<<<
 *         for i in range(len(p)):
 *             self.pops.push_back(p.pops[i])
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.__append_details__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":92
 *             self.pops.push_back(p.pops[i])
 *             self.pypops.append(p[i])
 *     cpdef append(self,popvec p):             # <<<<<<<<<<<<<<
 *         """
 *         Append 'p' into this object.
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_13append(PyObject *__pyx_v_self, PyObject *__pyx_v_p); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_6popvec_append(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("append", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_append); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6popvec_13append)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_p)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_INCREF(((PyObject *)__pyx_v_p));
        __Pyx_GIVEREF(((PyObject *)__pyx_v_p));
        PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_p));
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":99
 *         this object and p will not share any pointers
 *         """
 *         self.__append_details__(copypops(p))             # <<<<<<<<<<<<<<
 * 
 *     cpdef size(self):
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_append_details); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_copypops); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject *)__pyx_v_p)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_p));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_p));
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, ((PyObject *)__pyx_v_p));
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":92
 *             self.pops.push_back(p.pops[i])
 *             self.pypops.append(p[i])
 *     cpdef append(self,popvec p):             # <<<<<<<<<<<<<<
 *         """
 *         Append 'p' into this object.
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_13append(PyObject *__pyx_v_self, PyObject *__pyx_v_p); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_6popvec_12append[] = "\n        Append 'p' into this object.\n\n        This is done via a serialized copy, meaning that \n        this object and p will not share any pointers\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_13append(PyObject *__pyx_v_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("append (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "p", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_12append(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self), ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_12append(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("append", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_6popvec_append(__pyx_v_self, __pyx_v_p, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":101
 *         self.__append_details__(copypops(p))
 * 
 *     cpdef size(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns number of populations (size of underlying C++ vector)
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_15size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_6popvec_size(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("size", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6popvec_15size)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":105
 *         Returns number of populations (size of underlying C++ vector)
 *         """
 *         return self.pops.size()             # <<<<<<<<<<<<<<
 * 
 * cdef class popvec_gmv(popcont):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_FromSize_t(__pyx_v_self->pops.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":101
 *         self.__append_details__(copypops(p))
 * 
 *     cpdef size(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns number of populations (size of underlying C++ vector)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.size", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_15size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_6popvec_14size[] = "\n        Returns number of populations (size of underlying C++ vector)\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_15size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("size (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_14size(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_14size(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("size", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_6popvec_size(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec.size", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/fwdpy.pxd":121
 * cdef class popvec(popcont):
 *     cdef vector[shared_ptr[singlepop_t]] pops
 *     cdef public object pypops             # <<<<<<<<<<<<<<
 *     cpdef size(self)
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] newpops)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops___get__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops___get__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->pypops);
  __pyx_r = __pyx_v_self->pypops;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops_2__set__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops_2__set__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops_4__del__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_6popvec_6pypops_4__del__(struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":108
 * 
 * cdef class popvec_gmv(popcont):
 *     def __cinit__(self,unsigned npops,unsigned N):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  unsigned int __pyx_v_npops;
  unsigned int __pyx_v_N;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_npops,&__pyx_n_s_N,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_npops)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_N)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_npops = __Pyx_PyInt_As_unsigned_int(values[0]); if (unlikely((__pyx_v_npops == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_N = __Pyx_PyInt_As_unsigned_int(values[1]); if (unlikely((__pyx_v_N == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv___cinit__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self), __pyx_v_npops, __pyx_v_N);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, unsigned int __pyx_v_npops, unsigned int __pyx_v_N) {
  unsigned int __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_pi = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  unsigned int __pyx_t_2;
  unsigned int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "fwdpy/classes.pyx":115
 *         :param N: Initial population number for each population
 *         """
 *         self.pypops=list()             # <<<<<<<<<<<<<<
 *         for i in range(npops):
 *             self.pops.push_back(shared_ptr[singlepop_gm_vec_t](new singlepop_gm_vec_t(N)))
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":116
 *         """
 *         self.pypops=list()
 *         for i in range(npops):             # <<<<<<<<<<<<<<
 *             self.pops.push_back(shared_ptr[singlepop_gm_vec_t](new singlepop_gm_vec_t(N)))
 *             pi = singlepop_gm_vec()
 */
  __pyx_t_2 = __pyx_v_npops;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "fwdpy/classes.pyx":117
 *         self.pypops=list()
 *         for i in range(npops):
 *             self.pops.push_back(shared_ptr[singlepop_gm_vec_t](new singlepop_gm_vec_t(N)))             # <<<<<<<<<<<<<<
 *             pi = singlepop_gm_vec()
 *             pi.pop = self.pops[i]
 */
    try {
      __pyx_v_self->pops.push_back(std::shared_ptr<fwdpy::singlepop_gm_vec_t> (new fwdpy::singlepop_gm_vec_t(__pyx_v_N)));
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/classes.pyx":118
 *         for i in range(npops):
 *             self.pops.push_back(shared_ptr[singlepop_gm_vec_t](new singlepop_gm_vec_t(N)))
 *             pi = singlepop_gm_vec()             # <<<<<<<<<<<<<<
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_singlepop_gm_vec), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_pi, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "fwdpy/classes.pyx":119
 *             self.pops.push_back(shared_ptr[singlepop_gm_vec_t](new singlepop_gm_vec_t(N)))
 *             pi = singlepop_gm_vec()
 *             pi.pop = self.pops[i]             # <<<<<<<<<<<<<<
 *             self.pypops.append(pi)
 *     def __iter__(self):
 */
    __pyx_v_pi->pop = (__pyx_v_self->pops[__pyx_v_i]);

    /* "fwdpy/classes.pyx":120
 *             pi = singlepop_gm_vec()
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)             # <<<<<<<<<<<<<<
 *     def __iter__(self):
 *         return iter(self.pypops)
 */
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pypops, ((PyObject *)__pyx_v_pi)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/classes.pyx":108
 * 
 * cdef class popvec_gmv(popcont):
 *     def __cinit__(self,unsigned npops,unsigned N):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pi);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":121
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         return iter(self.pypops)
 *     def __next__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_3__iter__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_3__iter__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_2__iter__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_2__iter__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__iter__", 0);

  /* "fwdpy/classes.pyx":122
 *             self.pypops.append(pi)
 *     def __iter__(self):
 *         return iter(self.pypops)             # <<<<<<<<<<<<<<
 *     def __next__(self):
 *         return next(self.pypops)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_v_self->pypops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":121
 *             pi.pop = self.pops[i]
 *             self.pypops.append(pi)
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         return iter(self.pypops)
 *     def __next__(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":123
 *     def __iter__(self):
 *         return iter(self.pypops)
 *     def __next__(self):             # <<<<<<<<<<<<<<
 *         return next(self.pypops)
 *     def __getitem__(self, int i):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_5__next__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_5__next__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__next__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_4__next__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_4__next__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__next__", 0);

  /* "fwdpy/classes.pyx":124
 *         return iter(self.pypops)
 *     def __next__(self):
 *         return next(self.pypops)             # <<<<<<<<<<<<<<
 *     def __getitem__(self, int i):
 *         return self.pypops[i]
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_v_self->pypops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyIter_Next(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":123
 *     def __iter__(self):
 *         return iter(self.pypops)
 *     def __next__(self):             # <<<<<<<<<<<<<<
 *         return next(self.pypops)
 *     def __getitem__(self, int i):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__next__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":125
 *     def __next__(self):
 *         return next(self.pypops)
 *     def __getitem__(self, int i):             # <<<<<<<<<<<<<<
 *         return self.pypops[i]
 *     def __len__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_i); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_i) {
  int __pyx_v_i;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  assert(__pyx_arg_i); {
    __pyx_v_i = __Pyx_PyInt_As_int(__pyx_arg_i); if (unlikely((__pyx_v_i == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6__getitem__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self), ((int)__pyx_v_i));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6__getitem__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, int __pyx_v_i) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "fwdpy/classes.pyx":126
 *         return next(self.pypops)
 *     def __getitem__(self, int i):
 *         return self.pypops[i]             # <<<<<<<<<<<<<<
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_self->pypops, __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":125
 *     def __next__(self):
 *         return next(self.pypops)
 *     def __getitem__(self, int i):             # <<<<<<<<<<<<<<
 *         return self.pypops[i]
 *     def __len__(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":127
 *     def __getitem__(self, int i):
 *         return self.pypops[i]
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 */

/* Python wrapper */
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_9__len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_9__len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_8__len__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_8__len__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self) {
  unsigned int __pyx_v_size_;
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "fwdpy/classes.pyx":128
 *         return self.pypops[i]
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)             # <<<<<<<<<<<<<<
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 */
  __pyx_t_1 = __pyx_v_self->pypops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_size_ = __pyx_t_2;

  /* "fwdpy/classes.pyx":129
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 */
  __pyx_t_3 = ((__pyx_v_self->pops.size() != __pyx_v_size_) != 0);
  if (__pyx_t_3) {

    /* "fwdpy/classes.pyx":130
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")             # <<<<<<<<<<<<<<
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/classes.pyx":129
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 */
  }

  /* "fwdpy/classes.pyx":131
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()             # <<<<<<<<<<<<<<
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):
 *         self.pops=newpops
 */
  __pyx_r = __pyx_v_self->pops.size();
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":127
 *     def __getitem__(self, int i):
 *         return self.pypops[i]
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":132
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):             # <<<<<<<<<<<<<<
 *         self.pops=newpops
 *         self.pypops=list()
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_10popvec_gmv_reset(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, std::vector<std::shared_ptr<fwdpy::singlepop_gm_vec_t> >  const &__pyx_v_newpops) {
  size_t __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *__pyx_v_pi = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reset", 0);

  /* "fwdpy/classes.pyx":133
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):
 *         self.pops=newpops             # <<<<<<<<<<<<<<
 *         self.pypops=list()
 *         for i in range(self.pops.size()):
 */
  __pyx_v_self->pops = __pyx_v_newpops;

  /* "fwdpy/classes.pyx":134
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):
 *         self.pops=newpops
 *         self.pypops=list()             # <<<<<<<<<<<<<<
 *         for i in range(self.pops.size()):
 *             pi = singlepop_gm_vec();
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":135
 *         self.pops=newpops
 *         self.pypops=list()
 *         for i in range(self.pops.size()):             # <<<<<<<<<<<<<<
 *             pi = singlepop_gm_vec();
 *             pi.pop=self.pops[i]
 */
  __pyx_t_2 = __pyx_v_self->pops.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "fwdpy/classes.pyx":136
 *         self.pypops=list()
 *         for i in range(self.pops.size()):
 *             pi = singlepop_gm_vec();             # <<<<<<<<<<<<<<
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_singlepop_gm_vec), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_pi, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "fwdpy/classes.pyx":137
 *         for i in range(self.pops.size()):
 *             pi = singlepop_gm_vec();
 *             pi.pop=self.pops[i]             # <<<<<<<<<<<<<<
 *             self.pypops.append(pi)
 *     cpdef size(self):
 */
    __pyx_v_pi->pop = (__pyx_v_self->pops[__pyx_v_i]);

    /* "fwdpy/classes.pyx":138
 *             pi = singlepop_gm_vec();
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)             # <<<<<<<<<<<<<<
 *     cpdef size(self):
 *         """
 */
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pypops, ((PyObject *)__pyx_v_pi)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/classes.pyx":132
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):             # <<<<<<<<<<<<<<
 *         self.pops=newpops
 *         self.pypops=list()
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.reset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pi);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":139
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)
 *     cpdef size(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns number of populations (size of underlying C++ vector)
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_11size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_10popvec_gmv_size(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("size", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_11size)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":143
 *         Returns number of populations (size of underlying C++ vector)
 *         """
 *         return self.pops.size()             # <<<<<<<<<<<<<<
 * 
 * cdef class metapop(poptype):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_FromSize_t(__pyx_v_self->pops.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":139
 *             pi.pop=self.pops[i]
 *             self.pypops.append(pi)
 *     cpdef size(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns number of populations (size of underlying C++ vector)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.size", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_11size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_10popvec_gmv_10size[] = "\n        Returns number of populations (size of underlying C++ vector)\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_11size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("size (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_10size(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_10size(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("size", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_10popvec_gmv_size(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.popvec_gmv.size", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/fwdpy.pxd":128
 * cdef class popvec_gmv(popcont):
 *     cdef vector[shared_ptr[singlepop_gm_vec_t]] pops
 *     cdef public object pypops             # <<<<<<<<<<<<<<
 *     cpdef size(self)
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] newpops)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops___get__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops___get__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->pypops);
  __pyx_r = __pyx_v_self->pypops;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops_2__set__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops_2__set__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops_4__del__(((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_10popvec_gmv_6pypops_4__del__(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->pypops);
  __Pyx_DECREF(__pyx_v_self->pypops);
  __pyx_v_self->pypops = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":153
 *     the output of iterating through a :class:`mpopvec`.
 *     """
 *     def __del__(self):             # <<<<<<<<<<<<<<
 *        self.mpop.reset()
 *     def __len__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_1__del__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_1__del__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7metapop___del__(((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop___del__(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);

  /* "fwdpy/classes.pyx":154
 *     """
 *     def __del__(self):
 *        self.mpop.reset()             # <<<<<<<<<<<<<<
 *     def __len__(self):
 *         return self.mpop.get().size()
 */
  __pyx_v_self->mpop.reset();

  /* "fwdpy/classes.pyx":153
 *     the output of iterating through a :class:`mpopvec`.
 *     """
 *     def __del__(self):             # <<<<<<<<<<<<<<
 *        self.mpop.reset()
 *     def __len__(self):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":155
 *     def __del__(self):
 *        self.mpop.reset()
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         return self.mpop.get().size()
 *     cpdef gen(self):
 */

/* Python wrapper */
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_7metapop_3__len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_7metapop_3__len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7metapop_2__len__(((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_7metapop_2__len__(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "fwdpy/classes.pyx":156
 *        self.mpop.reset()
 *     def __len__(self):
 *         return self.mpop.get().size()             # <<<<<<<<<<<<<<
 *     cpdef gen(self):
 *         """
 */
  __pyx_r = __pyx_v_self->mpop.get()->size();
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":155
 *     def __del__(self):
 *        self.mpop.reset()
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         return self.mpop.get().size()
 *     cpdef gen(self):
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":157
 *     def __len__(self):
 *         return self.mpop.get().size()
 *     cpdef gen(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the generation that the population is currently evolved to
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_5gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7metapop_gen(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gen", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_gen); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_5gen)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":161
 *         Returns the generation that the population is currently evolved to
 *         """
 *         return self.mpop.get().generation             # <<<<<<<<<<<<<<
 *     cpdef popsizes(self):
 *         """
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_self->mpop.get()->generation); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":157
 *     def __len__(self):
 *         return self.mpop.get().size()
 *     cpdef gen(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the generation that the population is currently evolved to
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.metapop.gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_5gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_7metapop_4gen[] = "\n        Returns the generation that the population is currently evolved to\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_5gen(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("gen (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7metapop_4gen(((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop_4gen(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gen", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_7metapop_gen(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.metapop.gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":162
 *         """
 *         return self.mpop.get().generation
 *     cpdef popsizes(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the size of the population
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_7popsizes(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7metapop_popsizes(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("popsizes", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_popsizes); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_7popsizes)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":166
 *         Returns the size of the population
 *         """
 *         return self.mpop.get().Ns             # <<<<<<<<<<<<<<
 *     cpdef sane(self):
 *         """
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_convert_vector_to_py_unsigned_int(__pyx_v_self->mpop.get()->Ns); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":162
 *         """
 *         return self.mpop.get().generation
 *     cpdef popsizes(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns the size of the population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.metapop.popsizes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_7popsizes(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_7metapop_6popsizes[] = "\n        Returns the size of the population\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_7popsizes(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("popsizes (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7metapop_6popsizes(((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop_6popsizes(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("popsizes", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_7metapop_popsizes(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.metapop.popsizes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":167
 *         """
 *         return self.mpop.get().Ns
 *     cpdef sane(self):             # <<<<<<<<<<<<<<
 *         """
 *         Makes sure that the population is in a sane state.
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_9sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7metapop_sane(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sane", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_sane); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_9sane)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":176
 * 
 *         """
 *         return self.mpop.get().sane()             # <<<<<<<<<<<<<<
 * 
 * cdef class mpopvec(popcont):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->mpop.get()->sane()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":167
 *         """
 *         return self.mpop.get().Ns
 *     cpdef sane(self):             # <<<<<<<<<<<<<<
 *         """
 *         Makes sure that the population is in a sane state.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.metapop.sane", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_9sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_7metapop_8sane[] = "\n        Makes sure that the population is in a sane state.\n\n        Internally, this checks that pop.N == pop.diploids.size(),\n        which it should be if the C++ code behind this all is properly updating\n        the data structures!\n\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7metapop_9sane(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("sane (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7metapop_8sane(((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7metapop_8sane(struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sane", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_7metapop_sane(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.metapop.sane", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":182
 *     Vector of metapopulation objects
 *     """
 *     def __cinit__(self,unsigned nmpops,list Ns):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_7mpopvec_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_7mpopvec_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  unsigned int __pyx_v_nmpops;
  PyObject *__pyx_v_Ns = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_nmpops,&__pyx_n_s_Ns,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nmpops)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_Ns)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_nmpops = __Pyx_PyInt_As_unsigned_int(values[0]); if (unlikely((__pyx_v_nmpops == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_Ns = ((PyObject*)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_Ns), (&PyList_Type), 1, "Ns", 1))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec___cinit__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self), __pyx_v_nmpops, __pyx_v_Ns);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_7mpopvec___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, unsigned int __pyx_v_nmpops, PyObject *__pyx_v_Ns) {
  Py_ssize_t __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_pi = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  unsigned int __pyx_t_6;
  std::vector<unsigned int>  __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "fwdpy/classes.pyx":189
 *         :param Ns: A list of population sizes.  The length of this list is the number of demes in each metapopulation
 *         """
 *         self.pympops=[]             # <<<<<<<<<<<<<<
 *         for i in range(len(Ns)):
 *             if Ns[i] < 0:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->pympops);
  __Pyx_DECREF(__pyx_v_self->pympops);
  __pyx_v_self->pympops = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":190
 *         """
 *         self.pympops=[]
 *         for i in range(len(Ns)):             # <<<<<<<<<<<<<<
 *             if Ns[i] < 0:
 *                 raise ValueError("mpopvec: deme size < 0 encountered")
 */
  if (unlikely(__pyx_v_Ns == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = PyList_GET_SIZE(__pyx_v_Ns); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "fwdpy/classes.pyx":191
 *         self.pympops=[]
 *         for i in range(len(Ns)):
 *             if Ns[i] < 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("mpopvec: deme size < 0 encountered")
 *         for i in range(nmpops):
 */
    if (unlikely(__pyx_v_Ns == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_1 = __Pyx_GetItemInt_List(__pyx_v_Ns, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = PyObject_RichCompare(__pyx_t_1, __pyx_int_0, Py_LT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_5) {

      /* "fwdpy/classes.pyx":192
 *         for i in range(len(Ns)):
 *             if Ns[i] < 0:
 *                 raise ValueError("mpopvec: deme size < 0 encountered")             # <<<<<<<<<<<<<<
 *         for i in range(nmpops):
 *             self.mpops.push_back(shared_ptr[metapop_t](new metapop_t(Ns)))
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/classes.pyx":191
 *         self.pympops=[]
 *         for i in range(len(Ns)):
 *             if Ns[i] < 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("mpopvec: deme size < 0 encountered")
 *         for i in range(nmpops):
 */
    }
  }

  /* "fwdpy/classes.pyx":193
 *             if Ns[i] < 0:
 *                 raise ValueError("mpopvec: deme size < 0 encountered")
 *         for i in range(nmpops):             # <<<<<<<<<<<<<<
 *             self.mpops.push_back(shared_ptr[metapop_t](new metapop_t(Ns)))
 *             pi = metapop()
 */
  __pyx_t_6 = __pyx_v_nmpops;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_6; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "fwdpy/classes.pyx":194
 *                 raise ValueError("mpopvec: deme size < 0 encountered")
 *         for i in range(nmpops):
 *             self.mpops.push_back(shared_ptr[metapop_t](new metapop_t(Ns)))             # <<<<<<<<<<<<<<
 *             pi = metapop()
 *             pi.mpop = self.mpops[i]
 */
    __pyx_t_7 = __pyx_convert_vector_from_py_unsigned_int(__pyx_v_Ns); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    try {
      __pyx_v_self->mpops.push_back(std::shared_ptr<fwdpy::metapop_t> (new fwdpy::metapop_t(__pyx_t_7)));
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/classes.pyx":195
 *         for i in range(nmpops):
 *             self.mpops.push_back(shared_ptr[metapop_t](new metapop_t(Ns)))
 *             pi = metapop()             # <<<<<<<<<<<<<<
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)
 */
    __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_metapop), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_XDECREF_SET(__pyx_v_pi, ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_t_4));
    __pyx_t_4 = 0;

    /* "fwdpy/classes.pyx":196
 *             self.mpops.push_back(shared_ptr[metapop_t](new metapop_t(Ns)))
 *             pi = metapop()
 *             pi.mpop = self.mpops[i]             # <<<<<<<<<<<<<<
 *             self.pympops.append(pi)
 *     def __iter__(self):
 */
    __pyx_v_pi->mpop = (__pyx_v_self->mpops[__pyx_v_i]);

    /* "fwdpy/classes.pyx":197
 *             pi = metapop()
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)             # <<<<<<<<<<<<<<
 *     def __iter__(self):
 *         return iter(self.pympops)
 */
    __pyx_t_8 = __Pyx_PyObject_Append(__pyx_v_self->pympops, ((PyObject *)__pyx_v_pi)); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/classes.pyx":182
 *     Vector of metapopulation objects
 *     """
 *     def __cinit__(self,unsigned nmpops,list Ns):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pi);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":198
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         return iter(self.pympops)
 *     def __next__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_3__iter__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_3__iter__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_2__iter__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_2__iter__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__iter__", 0);

  /* "fwdpy/classes.pyx":199
 *             self.pympops.append(pi)
 *     def __iter__(self):
 *         return iter(self.pympops)             # <<<<<<<<<<<<<<
 *     def __next__(self):
 *         return next(self.pympops)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_v_self->pympops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":198
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         return iter(self.pympops)
 *     def __next__(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":200
 *     def __iter__(self):
 *         return iter(self.pympops)
 *     def __next__(self):             # <<<<<<<<<<<<<<
 *         return next(self.pympops)
 *     def __getitem__(self, int i):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_5__next__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_5__next__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__next__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_4__next__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_4__next__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__next__", 0);

  /* "fwdpy/classes.pyx":201
 *         return iter(self.pympops)
 *     def __next__(self):
 *         return next(self.pympops)             # <<<<<<<<<<<<<<
 *     def __getitem__(self, int i):
 *         return self.pympops[i]
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_v_self->pympops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyIter_Next(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":200
 *     def __iter__(self):
 *         return iter(self.pympops)
 *     def __next__(self):             # <<<<<<<<<<<<<<
 *         return next(self.pympops)
 *     def __getitem__(self, int i):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__next__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":202
 *     def __next__(self):
 *         return next(self.pympops)
 *     def __getitem__(self, int i):             # <<<<<<<<<<<<<<
 *         return self.pympops[i]
 *     def __len__(self):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_i); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_7__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_arg_i) {
  int __pyx_v_i;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  assert(__pyx_arg_i); {
    __pyx_v_i = __Pyx_PyInt_As_int(__pyx_arg_i); if (unlikely((__pyx_v_i == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_6__getitem__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self), ((int)__pyx_v_i));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_6__getitem__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, int __pyx_v_i) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "fwdpy/classes.pyx":203
 *         return next(self.pympops)
 *     def __getitem__(self, int i):
 *         return self.pympops[i]             # <<<<<<<<<<<<<<
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pympops)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_self->pympops, __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":202
 *     def __next__(self):
 *         return next(self.pympops)
 *     def __getitem__(self, int i):             # <<<<<<<<<<<<<<
 *         return self.pympops[i]
 *     def __len__(self):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":204
 *     def __getitem__(self, int i):
 *         return self.pympops[i]
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef unsigned size_ = len(self.pympops)
 *         if self.mpops.size() != size_:
 */

/* Python wrapper */
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_7mpopvec_9__len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_pw_5fwdpy_5fwdpy_7mpopvec_9__len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_8__len__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_pf_5fwdpy_5fwdpy_7mpopvec_8__len__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self) {
  unsigned int __pyx_v_size_;
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "fwdpy/classes.pyx":205
 *         return self.pympops[i]
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pympops)             # <<<<<<<<<<<<<<
 *         if self.mpops.size() != size_:
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")
 */
  __pyx_t_1 = __pyx_v_self->pympops;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_size_ = __pyx_t_2;

  /* "fwdpy/classes.pyx":206
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pympops)
 *         if self.mpops.size() != size_:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")
 *         return self.mpops.size()
 */
  __pyx_t_3 = ((__pyx_v_self->mpops.size() != __pyx_v_size_) != 0);
  if (__pyx_t_3) {

    /* "fwdpy/classes.pyx":207
 *         cdef unsigned size_ = len(self.pympops)
 *         if self.mpops.size() != size_:
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")             # <<<<<<<<<<<<<<
 *         return self.mpops.size()
 *     cpdef size(self):
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/classes.pyx":206
 *     def __len__(self):
 *         cdef unsigned size_ = len(self.pympops)
 *         if self.mpops.size() != size_:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")
 *         return self.mpops.size()
 */
  }

  /* "fwdpy/classes.pyx":208
 *         if self.mpops.size() != size_:
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")
 *         return self.mpops.size()             # <<<<<<<<<<<<<<
 *     cpdef size(self):
 *         """
 */
  __pyx_r = __pyx_v_self->mpops.size();
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":204
 *     def __getitem__(self, int i):
 *         return self.pympops[i]
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef unsigned size_ = len(self.pympops)
 *         if self.mpops.size() != size_:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":209
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")
 *         return self.mpops.size()
 *     cpdef size(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns number of populations (size of underlying C++ vector)
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_11size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7mpopvec_size(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("size", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7mpopvec_11size)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":213
 *         Returns number of populations (size of underlying C++ vector)
 *         """
 *         return self.mpops.size()             # <<<<<<<<<<<<<<
 *     cdef reset(self,const vector[shared_ptr[metapop_t]] & mpops):
 *         self.mpops = mpops
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_FromSize_t(__pyx_v_self->mpops.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/classes.pyx":209
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")
 *         return self.mpops.size()
 *     cpdef size(self):             # <<<<<<<<<<<<<<
 *         """
 *         Returns number of populations (size of underlying C++ vector)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.size", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_11size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_7mpopvec_10size[] = "\n        Returns number of populations (size of underlying C++ vector)\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_11size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("size (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_10size(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_10size(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("size", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_7mpopvec_size(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.size", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":214
 *         """
 *         return self.mpops.size()
 *     cdef reset(self,const vector[shared_ptr[metapop_t]] & mpops):             # <<<<<<<<<<<<<<
 *         self.mpops = mpops
 *         self.pympops = []
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_7mpopvec_reset(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, std::vector<std::shared_ptr<fwdpy::metapop_t> >  const &__pyx_v_mpops) {
  size_t __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_pi = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reset", 0);

  /* "fwdpy/classes.pyx":215
 *         return self.mpops.size()
 *     cdef reset(self,const vector[shared_ptr[metapop_t]] & mpops):
 *         self.mpops = mpops             # <<<<<<<<<<<<<<
 *         self.pympops = []
 *         for i in range(self.mpops.size()):
 */
  __pyx_v_self->mpops = __pyx_v_mpops;

  /* "fwdpy/classes.pyx":216
 *     cdef reset(self,const vector[shared_ptr[metapop_t]] & mpops):
 *         self.mpops = mpops
 *         self.pympops = []             # <<<<<<<<<<<<<<
 *         for i in range(self.mpops.size()):
 *             pi = metapop()
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->pympops);
  __Pyx_DECREF(__pyx_v_self->pympops);
  __pyx_v_self->pympops = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":217
 *         self.mpops = mpops
 *         self.pympops = []
 *         for i in range(self.mpops.size()):             # <<<<<<<<<<<<<<
 *             pi = metapop()
 *             pi.mpop = self.mpops[i]
 */
  __pyx_t_2 = __pyx_v_self->mpops.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "fwdpy/classes.pyx":218
 *         self.pympops = []
 *         for i in range(self.mpops.size()):
 *             pi = metapop()             # <<<<<<<<<<<<<<
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_metapop), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_pi, ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "fwdpy/classes.pyx":219
 *         for i in range(self.mpops.size()):
 *             pi = metapop()
 *             pi.mpop = self.mpops[i]             # <<<<<<<<<<<<<<
 *             self.pympops.append(pi)
 *     def __append_details__(self,mpopvec p):
 */
    __pyx_v_pi->mpop = (__pyx_v_self->mpops[__pyx_v_i]);

    /* "fwdpy/classes.pyx":220
 *             pi = metapop()
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)             # <<<<<<<<<<<<<<
 *     def __append_details__(self,mpopvec p):
 *         for i in range(len(p)):
 */
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pympops, ((PyObject *)__pyx_v_pi)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/classes.pyx":214
 *         """
 *         return self.mpops.size()
 *     cdef reset(self,const vector[shared_ptr[metapop_t]] & mpops):             # <<<<<<<<<<<<<<
 *         self.mpops = mpops
 *         self.pympops = []
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.reset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pi);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":221
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)
 *     def __append_details__(self,mpopvec p):             # <<<<<<<<<<<<<<
 *         for i in range(len(p)):
 *             self.mpops.push_back(p.mpops[i])
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_13__append_details__(PyObject *__pyx_v_self, PyObject *__pyx_v_p); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_13__append_details__(PyObject *__pyx_v_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__append_details__ (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_mpopvec, 1, "p", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_12__append_details__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self), ((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_12__append_details__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_p) {
  Py_ssize_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__append_details__", 0);

  /* "fwdpy/classes.pyx":222
 *             self.pympops.append(pi)
 *     def __append_details__(self,mpopvec p):
 *         for i in range(len(p)):             # <<<<<<<<<<<<<<
 *             self.mpops.push_back(p.mpops[i])
 *             self.pympops.append(p[i])
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_p)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "fwdpy/classes.pyx":223
 *     def __append_details__(self,mpopvec p):
 *         for i in range(len(p)):
 *             self.mpops.push_back(p.mpops[i])             # <<<<<<<<<<<<<<
 *             self.pympops.append(p[i])
 *     cpdef append(self,mpopvec p):
 */
    try {
      __pyx_v_self->mpops.push_back((__pyx_v_p->mpops[__pyx_v_i]));
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/classes.pyx":224
 *         for i in range(len(p)):
 *             self.mpops.push_back(p.mpops[i])
 *             self.pympops.append(p[i])             # <<<<<<<<<<<<<<
 *     cpdef append(self,mpopvec p):
 *         """
 */
    __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_v_p), __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->pympops, __pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }

  /* "fwdpy/classes.pyx":221
 *             pi.mpop = self.mpops[i]
 *             self.pympops.append(pi)
 *     def __append_details__(self,mpopvec p):             # <<<<<<<<<<<<<<
 *         for i in range(len(p)):
 *             self.mpops.push_back(p.mpops[i])
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.__append_details__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":225
 *             self.mpops.push_back(p.mpops[i])
 *             self.pympops.append(p[i])
 *     cpdef append(self,mpopvec p):             # <<<<<<<<<<<<<<
 *         """
 *         Append 'p' into this object.
 */

static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_15append(PyObject *__pyx_v_self, PyObject *__pyx_v_p); /*proto*/
static PyObject *__pyx_f_5fwdpy_5fwdpy_7mpopvec_append(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_p, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("append", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_append); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7mpopvec_15append)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_p)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_INCREF(((PyObject *)__pyx_v_p));
        __Pyx_GIVEREF(((PyObject *)__pyx_v_p));
        PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_p));
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "fwdpy/classes.pyx":232
 *         this object and p will not share any pointers
 *         """
 *         self.__append_details__(copypops(p))             # <<<<<<<<<<<<<<
 * 
 * cdef class GSLrng:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_append_details); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_copypops); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject *)__pyx_v_p)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_p));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_p));
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, ((PyObject *)__pyx_v_p));
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/classes.pyx":225
 *             self.mpops.push_back(p.mpops[i])
 *             self.pympops.append(p[i])
 *     cpdef append(self,mpopvec p):             # <<<<<<<<<<<<<<
 *         """
 *         Append 'p' into this object.
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_15append(PyObject *__pyx_v_self, PyObject *__pyx_v_p); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_7mpopvec_14append[] = "\n        Append 'p' into this object.\n\n        This is done via a serialized copy, meaning that \n        this object and p will not share any pointers\n        ";
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_15append(PyObject *__pyx_v_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("append (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_mpopvec, 1, "p", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_14append(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self), ((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_14append(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_p) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("append", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_5fwdpy_5fwdpy_7mpopvec_append(__pyx_v_self, __pyx_v_p, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.mpopvec.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/fwdpy.pxd":134
 * cdef class mpopvec(popcont):
 *     cdef vector[shared_ptr[metapop_t]] mpops
 *     cdef public object pympops             # <<<<<<<<<<<<<<
 *     cpdef size(self)
 *     cdef reset(self,const vector[shared_ptr[metapop_t]]  & mpops)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops___get__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops___get__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->pympops);
  __pyx_r = __pyx_v_self->pympops;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops_2__set__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops_2__set__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->pympops);
  __Pyx_DECREF(__pyx_v_self->pympops);
  __pyx_v_self->pympops = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops_4__del__(((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_7mpopvec_7pympops_4__del__(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->pympops);
  __Pyx_DECREF(__pyx_v_self->pympops);
  __pyx_v_self->pympops = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":246
 *     >>> rng = fwdpy.GSLrng(100)
 *     """
 *     def __cinit__(self, int seed):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

/* Python wrapper */
static int __pyx_pw_5fwdpy_5fwdpy_6GSLrng_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_5fwdpy_5fwdpy_6GSLrng_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  int __pyx_v_seed;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_seed,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_seed)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_seed = __Pyx_PyInt_As_int(values[0]); if (unlikely((__pyx_v_seed == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.GSLrng.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6GSLrng___cinit__(((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)__pyx_v_self), __pyx_v_seed);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5fwdpy_5fwdpy_6GSLrng___cinit__(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_self, int __pyx_v_seed) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "fwdpy/classes.pyx":252
 *         :param seed: The seed for the RNG
 *         """
 *         self.thisptr = new GSLrng_t(seed)             # <<<<<<<<<<<<<<
 *     def __dealloc__(self):
 *         del self.thisptr
 */
  __pyx_v_self->thisptr = new fwdpy::GSLrng_t(__pyx_v_seed);

  /* "fwdpy/classes.pyx":246
 *     >>> rng = fwdpy.GSLrng(100)
 *     """
 *     def __cinit__(self, int seed):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor:
 */

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/classes.pyx":253
 *         """
 *         self.thisptr = new GSLrng_t(seed)
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         del self.thisptr
 * 
 */

/* Python wrapper */
static void __pyx_pw_5fwdpy_5fwdpy_6GSLrng_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_pw_5fwdpy_5fwdpy_6GSLrng_3__dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_pf_5fwdpy_5fwdpy_6GSLrng_2__dealloc__(((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_pf_5fwdpy_5fwdpy_6GSLrng_2__dealloc__(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "fwdpy/classes.pyx":254
 *         self.thisptr = new GSLrng_t(seed)
 *     def __dealloc__(self):
 *         del self.thisptr             # <<<<<<<<<<<<<<
 * 
 * # cdef class constsh:
 */
  delete __pyx_v_self->thisptr;

  /* "fwdpy/classes.pyx":253
 *         """
 *         self.thisptr = new GSLrng_t(seed)
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         del self.thisptr
 * 
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "fwdpy/evolve_simple.pyx":1
 * def evolve_pops_t(GSLrng rng,int npops, int N, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Simulate populations under idealized Wright-Fisher model
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_1evolve_pops_t(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_evolve_pops_t[] = "\n    Simulate populations under idealized Wright-Fisher model\n\n    :param rng: a :class:`GSLrng`\n    :param npops: The number of populations to simulate.  This is equal to the number of threads that will be used!\n    :param N: The diploid population size to simulate\n    :param nlist: A list of population sizes over time.  This allows the simulation of arbitrary changes in N\n    :param theta: :math:`\\theta = 4N_e\\mu` is the scaled mutation rate to variants not affecting fitness (\"neutral mutations\")\n    :param rho: :math:`\\rho = 4N_er` is the scaled recombination rate\n\n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_1evolve_pops_t = {"evolve_pops_t", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_1evolve_pops_t, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_evolve_pops_t};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_1evolve_pops_t(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  int __pyx_v_npops;
  int __pyx_v_N;
  PyObject *__pyx_v_nlist = 0;
  double __pyx_v_theta;
  double __pyx_v_rho;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("evolve_pops_t (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_npops,&__pyx_n_s_N,&__pyx_n_s_nlist,&__pyx_n_s_theta,&__pyx_n_s_rho,0};
    PyObject* values[6] = {0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_npops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_t", 1, 6, 6, 1); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_N)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_t", 1, 6, 6, 2); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_t", 1, 6, 6, 3); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_theta)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_t", 1, 6, 6, 4); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rho)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_t", 1, 6, 6, 5); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "evolve_pops_t") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 6) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
      values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
      values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_npops = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_npops == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_N = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_N == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nlist = ((PyObject*)values[3]);
    __pyx_v_theta = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_theta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_rho = __pyx_PyFloat_AsDouble(values[5]); if (unlikely((__pyx_v_rho == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("evolve_pops_t", 1, 6, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_pops_t", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nlist), (&PyList_Type), 1, "nlist", 1))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_evolve_pops_t(__pyx_self, __pyx_v_rng, __pyx_v_npops, __pyx_v_N, __pyx_v_nlist, __pyx_v_theta, __pyx_v_rho);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_evolve_pops_t(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, int __pyx_v_N, PyObject *__pyx_v_nlist, double __pyx_v_theta, double __pyx_v_rho) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  std::vector<unsigned int>  __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("evolve_pops_t", 0);

  /* "fwdpy/evolve_simple.pyx":18
 *     >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)
 *     """
 *     p=popvec(npops,N)             # <<<<<<<<<<<<<<
 *     #call the C++ fxn
 *     evolve_pop(rng.thisptr,&p.pops,nlist,theta,rho)
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_npops); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_N); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_popvec), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "fwdpy/evolve_simple.pyx":20
 *     p=popvec(npops,N)
 *     #call the C++ fxn
 *     evolve_pop(rng.thisptr,&p.pops,nlist,theta,rho)             # <<<<<<<<<<<<<<
 *     return p
 * 
 */
  __pyx_t_4 = __pyx_convert_vector_from_py_unsigned_int(__pyx_v_nlist); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  fwdpy::evolve_pop(__pyx_v_rng->thisptr, (&__pyx_v_p->pops), __pyx_t_4, __pyx_v_theta, __pyx_v_rho);

  /* "fwdpy/evolve_simple.pyx":21
 *     #call the C++ fxn
 *     evolve_pop(rng.thisptr,&p.pops,nlist,theta,rho)
 *     return p             # <<<<<<<<<<<<<<
 * 
 * def evolve_pops_more_t(GSLrng rng, popvec pops, list nlist, double theta, double rho):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_p));
  __pyx_r = ((PyObject *)__pyx_v_p);
  goto __pyx_L0;

  /* "fwdpy/evolve_simple.pyx":1
 * def evolve_pops_t(GSLrng rng,int npops, int N, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Simulate populations under idealized Wright-Fisher model
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_pops_t", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_p);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/evolve_simple.pyx":23
 *     return p
 * 
 * def evolve_pops_more_t(GSLrng rng, popvec pops, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Continue evolving a set of populations
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_3evolve_pops_more_t(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_2evolve_pops_more_t[] = "\n    Continue evolving a set of populations\n\n    :param rng: a :class:`GSLrng`\n    :param pops: A list of populations simulated using :func:`evolve_pops_t`\n    :param nlist: A list of population sizes over time.  This allows the simulation of arbitrary changes in N\n    :param theta: :math:`\\theta = 4N_e\\mu` is the scaled mutation rate to variants not affecting fitness (\"neutral mutations\")\n    :param rho: :math:`\\rho = 4N_er` is the scaled recombination rate\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_3evolve_pops_more_t = {"evolve_pops_more_t", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_3evolve_pops_more_t, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_2evolve_pops_more_t};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_3evolve_pops_more_t(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops = 0;
  PyObject *__pyx_v_nlist = 0;
  double __pyx_v_theta;
  double __pyx_v_rho;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("evolve_pops_more_t (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_pops,&__pyx_n_s_nlist,&__pyx_n_s_theta,&__pyx_n_s_rho,0};
    PyObject* values[5] = {0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_more_t", 1, 5, 5, 1); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_more_t", 1, 5, 5, 2); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_theta)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_more_t", 1, 5, 5, 3); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rho)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_pops_more_t", 1, 5, 5, 4); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "evolve_pops_more_t") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 5) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
      values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_pops = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)values[1]);
    __pyx_v_nlist = ((PyObject*)values[2]);
    __pyx_v_theta = __pyx_PyFloat_AsDouble(values[3]); if (unlikely((__pyx_v_theta == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_rho = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_rho == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("evolve_pops_more_t", 1, 5, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_pops_more_t", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pops), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "pops", 0))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nlist), (&PyList_Type), 1, "nlist", 1))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_2evolve_pops_more_t(__pyx_self, __pyx_v_rng, __pyx_v_pops, __pyx_v_nlist, __pyx_v_theta, __pyx_v_rho);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_2evolve_pops_more_t(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops, PyObject *__pyx_v_nlist, double __pyx_v_theta, double __pyx_v_rho) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  std::vector<unsigned int>  __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("evolve_pops_more_t", 0);

  /* "fwdpy/evolve_simple.pyx":33
 *     :param rho: :math:`\\rho = 4N_er` is the scaled recombination rate
 *     """
 *     evolve_pop(rng.thisptr,&pops.pops,nlist,theta,rho);             # <<<<<<<<<<<<<<
 */
  __pyx_t_1 = __pyx_convert_vector_from_py_unsigned_int(__pyx_v_nlist); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  fwdpy::evolve_pop(__pyx_v_rng->thisptr, (&__pyx_v_pops->pops), __pyx_t_1, __pyx_v_theta, __pyx_v_rho);

  /* "fwdpy/evolve_simple.pyx":23
 *     return p
 * 
 * def evolve_pops_more_t(GSLrng rng, popvec pops, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Continue evolving a set of populations
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_pops_more_t", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":9
 * ##These fxns make calls to the C++ layer
 * 
 * cdef sample_t ms_sample_single_deme(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:             # <<<<<<<<<<<<<<
 *     return sample[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam, int(removeFixed))
 * 
 */

static KTfwd::sample_t __pyx_f_5fwdpy_5fwdpy_ms_sample_single_deme(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed) {
  KTfwd::sample_t __pyx_r;

  /* "fwdpy/sampling.pyx":10
 * 
 * cdef sample_t ms_sample_single_deme(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:
 *     return sample[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam, int(removeFixed))             # <<<<<<<<<<<<<<
 * 
 * cdef sep_sample_t ms_sample_single_deme_sep(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:
 */
  __pyx_r = KTfwd::sample<fwdpy::singlepop_t>(__pyx_v_rng->thisptr->get(), (*__pyx_v_pop->pop.get()), __pyx_v_nsam, ((int const )__pyx_v_removeFixed));
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":9
 * ##These fxns make calls to the C++ layer
 * 
 * cdef sample_t ms_sample_single_deme(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:             # <<<<<<<<<<<<<<
 *     return sample[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam, int(removeFixed))
 * 
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":12
 *     return sample[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam, int(removeFixed))
 * 
 * cdef sep_sample_t ms_sample_single_deme_sep(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:             # <<<<<<<<<<<<<<
 *     return sample_separate[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam,removeFixed)
 * 
 */

static KTfwd::sep_sample_t __pyx_f_5fwdpy_5fwdpy_ms_sample_single_deme_sep(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed) {
  KTfwd::sep_sample_t __pyx_r;
  std::pair<std::vector<std::pair<double,std::string> > ,std::vector<std::pair<double,std::string> > >  __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/sampling.pyx":13
 * 
 * cdef sep_sample_t ms_sample_single_deme_sep(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:
 *     return sample_separate[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam,removeFixed)             # <<<<<<<<<<<<<<
 * 
 * cdef sep_sample_t ms_sample_metapop_sep(GSLrng rng, metapop pop, int nsam, bint removeFixed,int deme) nogil:
 */
  try {
    __pyx_t_1 = KTfwd::sample_separate<fwdpy::singlepop_t>(__pyx_v_rng->thisptr->get(), (*__pyx_v_pop->pop.get()), __pyx_v_nsam, __pyx_v_removeFixed);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":12
 *     return sample[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam, int(removeFixed))
 * 
 * cdef sep_sample_t ms_sample_single_deme_sep(GSLrng rng, singlepop pop, int nsam, bint removeFixed) nogil:             # <<<<<<<<<<<<<<
 *     return sample_separate[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam,removeFixed)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.ms_sample_single_deme_sep", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":15
 *     return sample_separate[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam,removeFixed)
 * 
 * cdef sep_sample_t ms_sample_metapop_sep(GSLrng rng, metapop pop, int nsam, bint removeFixed,int deme) nogil:             # <<<<<<<<<<<<<<
 *     return sample_separate[metapop_t](rng.thisptr.get(),deref(pop.mpop.get()),deme,nsam,removeFixed)
 * 
 */

static KTfwd::sep_sample_t __pyx_f_5fwdpy_5fwdpy_ms_sample_metapop_sep(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed, int __pyx_v_deme) {
  KTfwd::sep_sample_t __pyx_r;
  std::pair<std::vector<std::pair<double,std::string> > ,std::vector<std::pair<double,std::string> > >  __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/sampling.pyx":16
 * 
 * cdef sep_sample_t ms_sample_metapop_sep(GSLrng rng, metapop pop, int nsam, bint removeFixed,int deme) nogil:
 *     return sample_separate[metapop_t](rng.thisptr.get(),deref(pop.mpop.get()),deme,nsam,removeFixed)             # <<<<<<<<<<<<<<
 * 
 * cdef get_sh_single(const sample_t & ms_sample,
 */
  try {
    __pyx_t_1 = KTfwd::sample_separate<fwdpy::metapop_t>(__pyx_v_rng->thisptr->get(), (*__pyx_v_pop->mpop.get()), __pyx_v_deme, __pyx_v_nsam, __pyx_v_removeFixed);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":15
 *     return sample_separate[singlepop_t](rng.thisptr.get(),deref(pop.pop.get()),nsam,removeFixed)
 * 
 * cdef sep_sample_t ms_sample_metapop_sep(GSLrng rng, metapop pop, int nsam, bint removeFixed,int deme) nogil:             # <<<<<<<<<<<<<<
 *     return sample_separate[metapop_t](rng.thisptr.get(),deref(pop.mpop.get()),deme,nsam,removeFixed)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.ms_sample_metapop_sep", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":18
 *     return sample_separate[metapop_t](rng.thisptr.get(),deref(pop.mpop.get()),deme,nsam,removeFixed)
 * 
 * cdef get_sh_single(const sample_t & ms_sample,             # <<<<<<<<<<<<<<
 *                     singlepop pop,
 *                     vector[double] * s,
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_get_sh_single(KTfwd::sample_t const &__pyx_v_ms_sample, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pop, std::vector<double>  *__pyx_v_s, std::vector<double>  *__pyx_v_h, std::vector<double>  *__pyx_v_p, std::vector<double>  *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_sh_single", 0);

  /* "fwdpy/sampling.pyx":24
 *                     vector[double] * p,
 *                     vector[double] * a):
 *     get_sh(ms_sample,pop.pop.get(),s,h,p,a)             # <<<<<<<<<<<<<<
 * 
 * cdef get_sh_metapop(const sample_t & ms_sample,
 */
  fwdpy::get_sh(__pyx_v_ms_sample, __pyx_v_pop->pop.get(), __pyx_v_s, __pyx_v_h, __pyx_v_p, __pyx_v_a);

  /* "fwdpy/sampling.pyx":18
 *     return sample_separate[metapop_t](rng.thisptr.get(),deref(pop.mpop.get()),deme,nsam,removeFixed)
 * 
 * cdef get_sh_single(const sample_t & ms_sample,             # <<<<<<<<<<<<<<
 *                     singlepop pop,
 *                     vector[double] * s,
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":26
 *     get_sh(ms_sample,pop.pop.get(),s,h,p,a)
 * 
 * cdef get_sh_metapop(const sample_t & ms_sample,             # <<<<<<<<<<<<<<
 *                     metapop pop,
 *                     vector[double] * s,
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_get_sh_metapop(KTfwd::sample_t const &__pyx_v_ms_sample, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_pop, std::vector<double>  *__pyx_v_s, std::vector<double>  *__pyx_v_h, std::vector<double>  *__pyx_v_p, std::vector<double>  *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_sh_metapop", 0);

  /* "fwdpy/sampling.pyx":32
 *                     vector[double] * p,
 *                     vector[double] * a):
 *     get_sh(ms_sample,pop.mpop.get(),s,h,p,a)             # <<<<<<<<<<<<<<
 * 
 * def ms_sample(GSLrng rng, poptype pop, int nsam, bint removeFixed = True):
 */
  fwdpy::get_sh(__pyx_v_ms_sample, __pyx_v_pop->mpop.get(), __pyx_v_s, __pyx_v_h, __pyx_v_p, __pyx_v_a);

  /* "fwdpy/sampling.pyx":26
 *     get_sh(ms_sample,pop.pop.get(),s,h,p,a)
 * 
 * cdef get_sh_metapop(const sample_t & ms_sample,             # <<<<<<<<<<<<<<
 *                     metapop pop,
 *                     vector[double] * s,
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":34
 *     get_sh(ms_sample,pop.mpop.get(),s,h,p,a)
 * 
 * def ms_sample(GSLrng rng, poptype pop, int nsam, bint removeFixed = True):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_5ms_sample(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_4ms_sample[] = "\n    Take a sample from a set of simulated populations.\n\n    :param rng: a :class:`GSLrng`\n    :param pops: An object inheriting from :class:`poptype`\n    :param nsam: List of sample sizes (no. chromosomes) to sample.\n    :param removeFixed: if True, only polymorphic sites are retained\n\n    Note: nsam will likely be changed to a list soon, to accomodate multi-deme simulations\n    \n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_5ms_sample = {"ms_sample", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_5ms_sample, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_4ms_sample};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_5ms_sample(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop = 0;
  int __pyx_v_nsam;
  int __pyx_v_removeFixed;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("ms_sample (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_pop,&__pyx_n_s_nsam,&__pyx_n_s_removeFixed,0};
    PyObject* values[4] = {0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pop)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("ms_sample", 0, 3, 4, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nsam)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("ms_sample", 0, 3, 4, 2); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_removeFixed);
          if (value) { values[3] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "ms_sample") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_pop = ((struct __pyx_obj_5fwdpy_5fwdpy_poptype *)values[1]);
    __pyx_v_nsam = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_nsam == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[3]) {
      __pyx_v_removeFixed = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_removeFixed == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_removeFixed = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("ms_sample", 0, 3, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.ms_sample", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_poptype, 1, "pop", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_4ms_sample(__pyx_self, __pyx_v_rng, __pyx_v_pop, __pyx_v_nsam, __pyx_v_removeFixed);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_4ms_sample(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("ms_sample", 0);

  /* "fwdpy/sampling.pyx":52
 *     >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]
 *     """
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         return ms_sample_single_deme(rng,pop,nsam,removeFixed)
 *     else:
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/sampling.pyx":53
 *     """
 *     if isinstance(pop,singlepop):
 *         return ms_sample_single_deme(rng,pop,nsam,removeFixed)             # <<<<<<<<<<<<<<
 *     else:
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 */
    __Pyx_XDECREF(__pyx_r);
    if (!(likely(((((PyObject *)__pyx_v_pop)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(__pyx_f_5fwdpy_5fwdpy_ms_sample_single_deme(__pyx_v_rng, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_pop), __pyx_v_nsam, __pyx_v_removeFixed)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/sampling.pyx":52
 *     >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]
 *     """
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         return ms_sample_single_deme(rng,pop,nsam,removeFixed)
 *     else:
 */
  }

  /* "fwdpy/sampling.pyx":55
 *         return ms_sample_single_deme(rng,pop,nsam,removeFixed)
 *     else:
 *         raise ValueError("ms_sample: unsupported type of popcontainer")             # <<<<<<<<<<<<<<
 * 
 * def get_samples(GSLrng rng, poptype pop, int nsam, bint removeFixed = True, deme = None):
 */
  /*else*/ {
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/sampling.pyx":34
 *     get_sh(ms_sample,pop.mpop.get(),s,h,p,a)
 * 
 * def ms_sample(GSLrng rng, poptype pop, int nsam, bint removeFixed = True):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.ms_sample", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":57
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_samples(GSLrng rng, poptype pop, int nsam, bint removeFixed = True, deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7get_samples(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_6get_samples[] = "\n    Take a sample from a set of simulated populations.\n\n    :param rng: a :class:`GSLrng`\n    :param pop: An object inheriting from :class:`poptype`\n    :param nsam: The sample size to take.\n    :param removeFixed: if True, only polymorphic sites are retained\n    :param deme: Optional.  If 'pop' is a :class:`metapop`, deme is required and represents the sub-population to sample.\n    \n    :return: A list. Element 0 is neutral mutations, and element 1 is selected mutations.  Within each list is a tuple of size 2.  The first element is the mutation position.  The second element is the genotype for each of the 'nsam' chromosomes.  Genotypes are coded as 0 = the ancestral state and 1 = the derived state.  For each site, each pair of genotypes constitutes a single diploid.  In other words, for nsam = 50, the data will represent the complete haplotypes of 25 diploids.\n\n    :raise: IndexError if 'deme' is out of range and pop is a :class:`fwdpy.fwdpy.metapop`\n\n    Please note that if you desire an odd 'nsam', you should input nsam+2 and randomly remove one haplotype to obtain your desired sample size.  This is due to an issue with how we are sampling chromosomes from the population.\n\n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.get_samples(rng,i,10) for i in pop]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_7get_samples = {"get_samples", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7get_samples, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_6get_samples};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7get_samples(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop = 0;
  int __pyx_v_nsam;
  int __pyx_v_removeFixed;
  PyObject *__pyx_v_deme = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_samples (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_pop,&__pyx_n_s_nsam,&__pyx_n_s_removeFixed,&__pyx_n_s_deme,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[4] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pop)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("get_samples", 0, 3, 5, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nsam)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("get_samples", 0, 3, 5, 2); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_removeFixed);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_samples") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_pop = ((struct __pyx_obj_5fwdpy_5fwdpy_poptype *)values[1]);
    __pyx_v_nsam = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_nsam == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[3]) {
      __pyx_v_removeFixed = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_removeFixed == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_removeFixed = ((int)1);
    }
    __pyx_v_deme = values[4];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_samples", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.get_samples", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_poptype, 1, "pop", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6get_samples(__pyx_self, __pyx_v_rng, __pyx_v_pop, __pyx_v_nsam, __pyx_v_removeFixed, __pyx_v_deme);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6get_samples(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop, int __pyx_v_nsam, int __pyx_v_removeFixed, PyObject *__pyx_v_deme) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_samples", 0);

  /* "fwdpy/sampling.pyx":80
 *     >>> s = [fwdpy.get_samples(rng,i,10) for i in pop]
 *     """
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)
 *     elif isinstance(pop,metapop):
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/sampling.pyx":81
 *     """
 *     if isinstance(pop,singlepop):
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)             # <<<<<<<<<<<<<<
 *     elif isinstance(pop,metapop):
 *         if deme is None:
 */
    __Pyx_XDECREF(__pyx_r);
    if (!(likely(((((PyObject *)__pyx_v_pop)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(__pyx_f_5fwdpy_5fwdpy_ms_sample_single_deme_sep(__pyx_v_rng, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_pop), __pyx_v_nsam, __pyx_v_removeFixed)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/sampling.pyx":80
 *     >>> s = [fwdpy.get_samples(rng,i,10) for i in pop]
 *     """
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)
 *     elif isinstance(pop,metapop):
 */
  }

  /* "fwdpy/sampling.pyx":82
 *     if isinstance(pop,singlepop):
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)
 *     elif isinstance(pop,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 */
  __pyx_t_2 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_metapop); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/sampling.pyx":83
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)
 *     elif isinstance(pop,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 *         if deme >= len(pop):
 */
    __pyx_t_1 = (__pyx_v_deme == Py_None);
    __pyx_t_2 = (__pyx_t_1 != 0);
    if (__pyx_t_2) {

      /* "fwdpy/sampling.pyx":84
 *     elif isinstance(pop,metapop):
 *         if deme is None:
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")             # <<<<<<<<<<<<<<
 *         if deme >= len(pop):
 *             raise RuntimeError("value for deme out of range. len(pop) = "+str(len(pop))+", but deme = "+str(deme))
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/sampling.pyx":83
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)
 *     elif isinstance(pop,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 *         if deme >= len(pop):
 */
    }

    /* "fwdpy/sampling.pyx":85
 *         if deme is None:
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 *         if deme >= len(pop):             # <<<<<<<<<<<<<<
 *             raise RuntimeError("value for deme out of range. len(pop) = "+str(len(pop))+", but deme = "+str(deme))
 *         return ms_sample_metapop_sep(rng,pop,nsam,removeFixed,deme)
 */
    __pyx_t_4 = PyObject_Length(((PyObject *)__pyx_v_pop)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyObject_RichCompare(__pyx_v_deme, __pyx_t_3, Py_GE); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_2) {

      /* "fwdpy/sampling.pyx":86
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 *         if deme >= len(pop):
 *             raise RuntimeError("value for deme out of range. len(pop) = "+str(len(pop))+", but deme = "+str(deme))             # <<<<<<<<<<<<<<
 *         return ms_sample_metapop_sep(rng,pop,nsam,removeFixed,deme)
 *     else:
 */
      __pyx_t_4 = PyObject_Length(((PyObject *)__pyx_v_pop)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_5 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyNumber_Add(__pyx_kp_s_value_for_deme_out_of_range_len, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_5 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_but_deme); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_v_deme);
      __Pyx_GIVEREF(__pyx_v_deme);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_deme);
      __pyx_t_6 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyNumber_Add(__pyx_t_5, __pyx_t_6); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/sampling.pyx":85
 *         if deme is None:
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 *         if deme >= len(pop):             # <<<<<<<<<<<<<<
 *             raise RuntimeError("value for deme out of range. len(pop) = "+str(len(pop))+", but deme = "+str(deme))
 *         return ms_sample_metapop_sep(rng,pop,nsam,removeFixed,deme)
 */
    }

    /* "fwdpy/sampling.pyx":87
 *         if deme >= len(pop):
 *             raise RuntimeError("value for deme out of range. len(pop) = "+str(len(pop))+", but deme = "+str(deme))
 *         return ms_sample_metapop_sep(rng,pop,nsam,removeFixed,deme)             # <<<<<<<<<<<<<<
 *     else:
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 */
    __Pyx_XDECREF(__pyx_r);
    if (!(likely(((((PyObject *)__pyx_v_pop)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_metapop))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_7 = __Pyx_PyInt_As_int(__pyx_v_deme); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(__pyx_f_5fwdpy_5fwdpy_ms_sample_metapop_sep(__pyx_v_rng, ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_pop), __pyx_v_nsam, __pyx_v_removeFixed, __pyx_t_7)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/sampling.pyx":82
 *     if isinstance(pop,singlepop):
 *         return ms_sample_single_deme_sep(rng,pop,nsam,removeFixed)
 *     elif isinstance(pop,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")
 */
  }

  /* "fwdpy/sampling.pyx":89
 *         return ms_sample_metapop_sep(rng,pop,nsam,removeFixed,deme)
 *     else:
 *         raise ValueError("ms_sample: unsupported type of popcontainer")             # <<<<<<<<<<<<<<
 * 
 * def get_sample_details( sample_t ms_sample, poptype pop ):
 */
  /*else*/ {
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/sampling.pyx":57
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_samples(GSLrng rng, poptype pop, int nsam, bint removeFixed = True, deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.get_samples", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":91
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_sample_details( sample_t ms_sample, poptype pop ):             # <<<<<<<<<<<<<<
 *     """
 *     Get additional details for population samples
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9get_sample_details(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_8get_sample_details[] = "\n    Get additional details for population samples\n\n    :param ms_samples: A list returned by :func:`ms_sample`\n    :param pops: A :class:`poptype`\n\n    :return: A pandas.DataFrame containing the selection coefficient (s), dominance (h), populations frequency (p), and age (a) for each mutation.\n\n    :rtype: pandas.DataFrame\n\n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> details = [fwdpy.get_sample_details(i,j) for i,j in zip(s,pop)]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_9get_sample_details = {"get_sample_details", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9get_sample_details, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_8get_sample_details};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9get_sample_details(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  KTfwd::sample_t __pyx_v_ms_sample;
  struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_sample_details (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_ms_sample,&__pyx_n_s_pop,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_ms_sample)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pop)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("get_sample_details", 1, 2, 2, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_sample_details") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_ms_sample = __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(values[0]); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_pop = ((struct __pyx_obj_5fwdpy_5fwdpy_poptype *)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_sample_details", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.get_sample_details", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_poptype, 1, "pop", 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_8get_sample_details(__pyx_self, __pyx_v_ms_sample, __pyx_v_pop);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_8get_sample_details(CYTHON_UNUSED PyObject *__pyx_self, KTfwd::sample_t __pyx_v_ms_sample, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop) {
  std::vector<double>  __pyx_v_h;
  std::vector<double>  __pyx_v_s;
  std::vector<double>  __pyx_v_p;
  std::vector<double>  __pyx_v_a;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_sample_details", 0);

  /* "fwdpy/sampling.pyx":114
 *     cdef vector[double] p
 *     cdef vector[double] a
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         get_sh_single(ms_sample,pop,&s,&h,&p,&a)
 *     elif isinstance(pop,metapop):
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/sampling.pyx":115
 *     cdef vector[double] a
 *     if isinstance(pop,singlepop):
 *         get_sh_single(ms_sample,pop,&s,&h,&p,&a)             # <<<<<<<<<<<<<<
 *     elif isinstance(pop,metapop):
 *         get_sh_metapop(ms_sample,pop,&s,&h,&p,&a)
 */
    if (!(likely(((((PyObject *)__pyx_v_pop)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_get_sh_single(__pyx_v_ms_sample, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_pop), (&__pyx_v_s), (&__pyx_v_h), (&__pyx_v_p), (&__pyx_v_a)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/sampling.pyx":114
 *     cdef vector[double] p
 *     cdef vector[double] a
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         get_sh_single(ms_sample,pop,&s,&h,&p,&a)
 *     elif isinstance(pop,metapop):
 */
    goto __pyx_L3;
  }

  /* "fwdpy/sampling.pyx":116
 *     if isinstance(pop,singlepop):
 *         get_sh_single(ms_sample,pop,&s,&h,&p,&a)
 *     elif isinstance(pop,metapop):             # <<<<<<<<<<<<<<
 *         get_sh_metapop(ms_sample,pop,&s,&h,&p,&a)
 *     return pandas.DataFrame({'s':s,'h':h,'p':p,'a':a})
 */
  __pyx_t_2 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_metapop); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/sampling.pyx":117
 *         get_sh_single(ms_sample,pop,&s,&h,&p,&a)
 *     elif isinstance(pop,metapop):
 *         get_sh_metapop(ms_sample,pop,&s,&h,&p,&a)             # <<<<<<<<<<<<<<
 *     return pandas.DataFrame({'s':s,'h':h,'p':p,'a':a})
 * 
 */
    if (!(likely(((((PyObject *)__pyx_v_pop)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_metapop))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_get_sh_metapop(__pyx_v_ms_sample, ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_v_pop), (&__pyx_v_s), (&__pyx_v_h), (&__pyx_v_p), (&__pyx_v_a)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/sampling.pyx":116
 *     if isinstance(pop,singlepop):
 *         get_sh_single(ms_sample,pop,&s,&h,&p,&a)
 *     elif isinstance(pop,metapop):             # <<<<<<<<<<<<<<
 *         get_sh_metapop(ms_sample,pop,&s,&h,&p,&a)
 *     return pandas.DataFrame({'s':s,'h':h,'p':p,'a':a})
 */
  }
  __pyx_L3:;

  /* "fwdpy/sampling.pyx":118
 *     elif isinstance(pop,metapop):
 *         get_sh_metapop(ms_sample,pop,&s,&h,&p,&a)
 *     return pandas.DataFrame({'s':s,'h':h,'p':p,'a':a})             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_pandas); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = __pyx_convert_vector_to_py_double(__pyx_v_s); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_s, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __pyx_convert_vector_to_py_double(__pyx_v_h); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_h, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __pyx_convert_vector_to_py_double(__pyx_v_p); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_p, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __pyx_convert_vector_to_py_double(__pyx_v_a); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_a, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_6) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":91
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_sample_details( sample_t ms_sample, poptype pop ):             # <<<<<<<<<<<<<<
 *     """
 *     Get additional details for population samples
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("fwdpy.fwdpy.get_sample_details", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":122
 * 
 * ###### Functions for manipulating samples.
 * def nderived_site(tuple site):             # <<<<<<<<<<<<<<
 *     """
 *     Get the number of derived mutations at a site.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_11nderived_site(PyObject *__pyx_self, PyObject *__pyx_v_site); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_10nderived_site[] = "\n    Get the number of derived mutations at a site.\n\n    :param site: A tuple.  See example\n\n    .. note:: In general, it will be more convenient to call :func:`fwdpy.fwdpy.nderived` on a list of tuples.\n    \n    Example:\n\n    >>> import fwdpy\n    >>> #Create a site at position 0.1 with the\n    >>> #genotypes as the second element. 0/1 = ancestral/derived\n    >>> x = (0.1,'01100111')\n    >>> fwdpy.nderived_site(x)\n    5\n    >>> #Process simulation results:\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,1,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> for i in s[0]: ndi = fwdpy.nderived_site(i)\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_11nderived_site = {"nderived_site", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_11nderived_site, METH_O, __pyx_doc_5fwdpy_5fwdpy_10nderived_site};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_11nderived_site(PyObject *__pyx_self, PyObject *__pyx_v_site) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("nderived_site (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_site), (&PyTuple_Type), 1, "site", 1))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_10nderived_site(__pyx_self, ((PyObject*)__pyx_v_site));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_10nderived_site(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_site) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("nderived_site", 0);

  /* "fwdpy/sampling.pyx":144
 *     >>> for i in s[0]: ndi = fwdpy.nderived_site(i)
 *     """
 *     return str(site[1]).count('1')             # <<<<<<<<<<<<<<
 * 
 * def nderived( list sample ):
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(__pyx_v_site == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v_site, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_count); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":122
 * 
 * ###### Functions for manipulating samples.
 * def nderived_site(tuple site):             # <<<<<<<<<<<<<<
 *     """
 *     Get the number of derived mutations at a site.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.nderived_site", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":146
 *     return str(site[1]).count('1')
 * 
 * def nderived( list sample ):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.nderived`
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_13nderived(PyObject *__pyx_self, PyObject *__pyx_v_sample); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_12nderived[] = "\n    Convenience wrapper around :func:`fwdpy.fwdpy.nderived`\n\n    :param sample: a sample from a population.  For example, the return value of :func:`fwdpy.fwdpy.ms_sample` or :func:`fwdpy.fwdpy.get_samples`\n\n    Example:\n\n    >>> import fwdpy\n\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> nd = [fwdpy.nderived(i) for i in s]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_13nderived = {"nderived", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_13nderived, METH_O, __pyx_doc_5fwdpy_5fwdpy_12nderived};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_13nderived(PyObject *__pyx_self, PyObject *__pyx_v_sample) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("nderived (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sample), (&PyList_Type), 1, "sample", 1))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_12nderived(__pyx_self, ((PyObject*)__pyx_v_sample));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_12nderived(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sample) {
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("nderived", 0);

  /* "fwdpy/sampling.pyx":161
 *     >>> nd = [fwdpy.nderived(i) for i in s]
 *     """
 *     return [nderived_site(i) for i in sample]             # <<<<<<<<<<<<<<
 * 
 * def getfreq(tuple site,bint derived = True):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (unlikely(__pyx_v_sample == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __pyx_v_sample; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
  for (;;) {
    if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_4 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_4); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_nderived_site); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
    } else {
      __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_INCREF(__pyx_v_i);
      __Pyx_GIVEREF(__pyx_v_i);
      PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_i);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":146
 *     return str(site[1]).count('1')
 * 
 * def nderived( list sample ):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.nderived`
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("fwdpy.fwdpy.nderived", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":163
 *     return [nderived_site(i) for i in sample]
 * 
 * def getfreq(tuple site,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Get mutation frequencies
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_15getfreq(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_14getfreq[] = "\n    Get mutation frequencies\n\n    :param site: A tuple. See example\n    :param derived:  If True, report derived allele frequency (DAF).  If False, return minor allele freqency (MAF)\n\n    .. note:: Do **not** use this function to calculate :math:`\\pi` (a.k.a. :math:`\\hat\\theta_\\pi`, a.k.a. \"sum of site heterozygosity\").\n       :math:`\\pi` for a **sample** is not :math:`2\\sum_ip_iq_i`. because the sample is *finite*.  \n       In general, it will be more convenient to call :func:`fwdpy.fwdpy.getfreqs` on a list of tuples.\n       \n    Example:\n\n    >>> import fwdpy\n    >>> #DAF = 7/10\n    >>> #MAF = 3/10\n    >>> x = (0.1,'0111111100')\n    >>> round(fwdpy.getfreq(x,True),3)\n    0.7\n    >>> round(fwdpy.getfreq(x,False),3)\n    0.3\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_15getfreq = {"getfreq", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_15getfreq, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_14getfreq};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_15getfreq(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_site = 0;
  int __pyx_v_derived;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("getfreq (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_site,&__pyx_n_s_derived,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_site)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_derived);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "getfreq") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_site = ((PyObject*)values[0]);
    if (values[1]) {
      __pyx_v_derived = __Pyx_PyObject_IsTrue(values[1]); if (unlikely((__pyx_v_derived == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_derived = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("getfreq", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.getfreq", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_site), (&PyTuple_Type), 1, "site", 1))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_14getfreq(__pyx_self, __pyx_v_site, __pyx_v_derived);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_14getfreq(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_site, int __pyx_v_derived) {
  PyObject *__pyx_v_o = NULL;
  double __pyx_v_dfreq;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  double __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  double __pyx_t_8;
  double __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("getfreq", 0);

  /* "fwdpy/sampling.pyx":185
 *     0.3
 *     """
 *     o = nderived_site(site)             # <<<<<<<<<<<<<<
 *     dfreq = float(o)/float(len(site[1]))
 *     if derived is True:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_nderived_site); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_site); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_site);
    __Pyx_GIVEREF(__pyx_v_site);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_site);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_o = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":186
 *     """
 *     o = nderived_site(site)
 *     dfreq = float(o)/float(len(site[1]))             # <<<<<<<<<<<<<<
 *     if derived is True:
 *         return dfreq
 */
  __pyx_t_5 = __Pyx_PyObject_AsDouble(__pyx_v_o); if (unlikely(__pyx_t_5 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(__pyx_v_site == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v_site, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (unlikely(((double)__pyx_t_6) == 0)) {
    PyErr_SetString(PyExc_ZeroDivisionError, "float division");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_dfreq = (__pyx_t_5 / ((double)__pyx_t_6));

  /* "fwdpy/sampling.pyx":187
 *     o = nderived_site(site)
 *     dfreq = float(o)/float(len(site[1]))
 *     if derived is True:             # <<<<<<<<<<<<<<
 *         return dfreq
 *     return min(dfreq,1.0-dfreq)
 */
  __pyx_t_7 = ((__pyx_v_derived == 1) != 0);
  if (__pyx_t_7) {

    /* "fwdpy/sampling.pyx":188
 *     dfreq = float(o)/float(len(site[1]))
 *     if derived is True:
 *         return dfreq             # <<<<<<<<<<<<<<
 *     return min(dfreq,1.0-dfreq)
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_1 = PyFloat_FromDouble(__pyx_v_dfreq); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "fwdpy/sampling.pyx":187
 *     o = nderived_site(site)
 *     dfreq = float(o)/float(len(site[1]))
 *     if derived is True:             # <<<<<<<<<<<<<<
 *         return dfreq
 *     return min(dfreq,1.0-dfreq)
 */
  }

  /* "fwdpy/sampling.pyx":189
 *     if derived is True:
 *         return dfreq
 *     return min(dfreq,1.0-dfreq)             # <<<<<<<<<<<<<<
 * 
 * def getfreqs(list sample,bint derived = True):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = (1.0 - __pyx_v_dfreq);
  __pyx_t_8 = __pyx_v_dfreq;
  if (((__pyx_t_5 < __pyx_t_8) != 0)) {
    __pyx_t_9 = __pyx_t_5;
  } else {
    __pyx_t_9 = __pyx_t_8;
  }
  __pyx_t_1 = PyFloat_FromDouble(__pyx_t_9); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":163
 *     return [nderived_site(i) for i in sample]
 * 
 * def getfreq(tuple site,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Get mutation frequencies
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.getfreq", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_o);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":191
 *     return min(dfreq,1.0-dfreq)
 * 
 * def getfreqs(list sample,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.getfreq`
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_17getfreqs(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_16getfreqs[] = "\n    Convenience wrapper around :func:`fwdpy.fwdpy.getfreq`\n\n    :param sample: a sample from a population.  For example, the return value of :func:`fwdpy.fwdpy.ms_sample` or :func:`fwdpy.fwdpy.get_samples`\n    :param derived: If True, report derived allele frequency (DAF).  If False, return minor allele freqency (MAF).\n    \n    Example:\n\n    >>> import fwdpy\n\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> freqs = [fwdpy.getfreqs(i) for i in s]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_17getfreqs = {"getfreqs", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_17getfreqs, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_16getfreqs};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_17getfreqs(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_sample = 0;
  int __pyx_v_derived;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("getfreqs (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_sample,&__pyx_n_s_derived,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sample)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_derived);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "getfreqs") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_sample = ((PyObject*)values[0]);
    if (values[1]) {
      __pyx_v_derived = __Pyx_PyObject_IsTrue(values[1]); if (unlikely((__pyx_v_derived == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_derived = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("getfreqs", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.getfreqs", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sample), (&PyList_Type), 1, "sample", 1))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_16getfreqs(__pyx_self, __pyx_v_sample, __pyx_v_derived);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_16getfreqs(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sample, int __pyx_v_derived) {
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("getfreqs", 0);

  /* "fwdpy/sampling.pyx":207
 *     >>> freqs = [fwdpy.getfreqs(i) for i in s]
 *     """
 *     return [getfreq(i,derived) for i in sample]             # <<<<<<<<<<<<<<
 * 
 * def freqfilter( list sample,
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (unlikely(__pyx_v_sample == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __pyx_v_sample; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
  for (;;) {
    if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_4 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_4); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_getfreq); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = __Pyx_PyBool_FromLong(__pyx_v_derived); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = NULL;
    __pyx_t_8 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
        __pyx_t_8 = 1;
      }
    }
    __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    if (__pyx_t_7) {
      __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL;
    }
    __Pyx_INCREF(__pyx_v_i);
    __Pyx_GIVEREF(__pyx_v_i);
    PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_8, __pyx_v_i);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_t_6);
    __pyx_t_6 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":191
 *     return min(dfreq,1.0-dfreq)
 * 
 * def getfreqs(list sample,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.getfreq`
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("fwdpy.fwdpy.getfreqs", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/sampling.pyx":209
 *     return [getfreq(i,derived) for i in sample]
 * 
 * def freqfilter( list sample,             # <<<<<<<<<<<<<<
 *                 float minfreq,
 *                 bint derived = True ):
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_19freqfilter(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_18freqfilter[] = "\n    Remove low-frequency variants from a sample.\n\n    :param sample: a sample from a population.  For example, the return value of :func:`fwdpy.fwdpy.ms_sample` or :func:`fwdpy.fwdpy.get_samples`\n    :param minfreq: Remove all sites with frequency < minfreq\n    :param derived: if True, filter on derived allele frequency.  If False, filter on minor allele frequency.\n\n    .. note:: Do **not** use this function to calculate :math:`\\pi` (a.k.a. :math:`\\hat\\theta_\\pi`, a.k.a. \"sum of site heterozygosity\").\n       :math:`\\pi` for a **sample** is not :math:`2\\sum_ip_iq_i`. because the sample is *finite*.  Please use :func:`fwdpy.libseq.libseq.summstats` instead.\n       \n    Example:\n    \n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    >>> pop = fwdpy.evolve_pops_t(rng,3,1000,[1000]*1000,50,50)\n    >>> s = [fwdpy.ms_sample(rng,i,10) for i in pop]\n    >>> s2 = [fwdpy.freqfilter(i,0.2) for i in s]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_19freqfilter = {"freqfilter", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_19freqfilter, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_18freqfilter};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_19freqfilter(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_sample = 0;
  float __pyx_v_minfreq;
  int __pyx_v_derived;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("freqfilter (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_sample,&__pyx_n_s_minfreq,&__pyx_n_s_derived,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sample)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_minfreq)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("freqfilter", 0, 2, 3, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_derived);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "freqfilter") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_sample = ((PyObject*)values[0]);
    __pyx_v_minfreq = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_minfreq == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[2]) {
      __pyx_v_derived = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_derived == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "fwdpy/sampling.pyx":211
 * def freqfilter( list sample,
 *                 float minfreq,
 *                 bint derived = True ):             # <<<<<<<<<<<<<<
 *     """
 *     Remove low-frequency variants from a sample.
 */
      __pyx_v_derived = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("freqfilter", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.freqfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sample), (&PyList_Type), 1, "sample", 1))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_18freqfilter(__pyx_self, __pyx_v_sample, __pyx_v_minfreq, __pyx_v_derived);

  /* "fwdpy/sampling.pyx":209
 *     return [getfreq(i,derived) for i in sample]
 * 
 * def freqfilter( list sample,             # <<<<<<<<<<<<<<
 *                 float minfreq,
 *                 bint derived = True ):
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_18freqfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sample, float __pyx_v_minfreq, int __pyx_v_derived) {
  PyObject *__pyx_v_rv = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("freqfilter", 0);

  /* "fwdpy/sampling.pyx":230
 *     >>> s2 = [fwdpy.freqfilter(i,0.2) for i in s]
 *     """
 *     rv=list()             # <<<<<<<<<<<<<<
 *     for i in sample:
 *         if type(i) is not tuple:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_rv = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":231
 *     """
 *     rv=list()
 *     for i in sample:             # <<<<<<<<<<<<<<
 *         if type(i) is not tuple:
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 */
  if (unlikely(__pyx_v_sample == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_sample; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/sampling.pyx":232
 *     rv=list()
 *     for i in sample:
 *         if type(i) is not tuple:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 *         if getfreq(i,derived)>=minfreq:
 */
    __pyx_t_4 = (((PyObject *)Py_TYPE(__pyx_v_i)) != ((PyObject *)(&PyTuple_Type)));
    __pyx_t_5 = (__pyx_t_4 != 0);
    if (__pyx_t_5) {

      /* "fwdpy/sampling.pyx":233
 *     for i in sample:
 *         if type(i) is not tuple:
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))             # <<<<<<<<<<<<<<
 *         if getfreq(i,derived)>=minfreq:
 *             rv.append(i)
 */
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(((PyObject *)Py_TYPE(__pyx_v_i)));
      __Pyx_GIVEREF(((PyObject *)Py_TYPE(__pyx_v_i)));
      PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)Py_TYPE(__pyx_v_i)));
      __pyx_t_6 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyNumber_Add(__pyx_kp_s_values_is_sample_must_be_tuples, __pyx_t_6); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/sampling.pyx":232
 *     rv=list()
 *     for i in sample:
 *         if type(i) is not tuple:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 *         if getfreq(i,derived)>=minfreq:
 */
    }

    /* "fwdpy/sampling.pyx":234
 *         if type(i) is not tuple:
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 *         if getfreq(i,derived)>=minfreq:             # <<<<<<<<<<<<<<
 *             rv.append(i)
 *     return rv
 */
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_getfreq); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_derived); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = NULL;
    __pyx_t_9 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_8)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_8);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
        __pyx_t_9 = 1;
      }
    }
    __pyx_t_10 = PyTuple_New(2+__pyx_t_9); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_10);
    if (__pyx_t_8) {
      __Pyx_GIVEREF(__pyx_t_8); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __pyx_t_8 = NULL;
    }
    __Pyx_INCREF(__pyx_v_i);
    __Pyx_GIVEREF(__pyx_v_i);
    PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_9, __pyx_v_i);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_9, __pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_10, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = PyFloat_FromDouble(__pyx_v_minfreq); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_10 = PyObject_RichCompare(__pyx_t_3, __pyx_t_6, Py_GE); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_10); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    if (__pyx_t_5) {

      /* "fwdpy/sampling.pyx":235
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 *         if getfreq(i,derived)>=minfreq:
 *             rv.append(i)             # <<<<<<<<<<<<<<
 *     return rv
 */
      __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_rv, __pyx_v_i); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/sampling.pyx":234
 *         if type(i) is not tuple:
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 *         if getfreq(i,derived)>=minfreq:             # <<<<<<<<<<<<<<
 *             rv.append(i)
 *     return rv
 */
    }

    /* "fwdpy/sampling.pyx":231
 *     """
 *     rv=list()
 *     for i in sample:             # <<<<<<<<<<<<<<
 *         if type(i) is not tuple:
 *             raise RuntimeError("values is sample must be tuples, not"+str(type(i)))
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":236
 *         if getfreq(i,derived)>=minfreq:
 *             rv.append(i)
 *     return rv             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/sampling.pyx":209
 *     return [getfreq(i,derived) for i in sample]
 * 
 * def freqfilter( list sample,             # <<<<<<<<<<<<<<
 *                 float minfreq,
 *                 bint derived = True ):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("fwdpy.fwdpy.freqfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/evolve_regions.pyx":9
 * 
 * @cython.boundscheck(False)
 * def test_evolve_regions_async(GSLrng rng,             # <<<<<<<<<<<<<<
 *                               int npops,
 *                               unsigned[:] nlist,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_21test_evolve_regions_async(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_21test_evolve_regions_async = {"test_evolve_regions_async", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_21test_evolve_regions_async, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_21test_evolve_regions_async(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  int __pyx_v_npops;
  __Pyx_memviewslice __pyx_v_nlist = { 0, 0, { 0 }, { 0 }, { 0 } };
  double __pyx_v_mu_neutral;
  double __pyx_v_mu_selected;
  double __pyx_v_recrate;
  PyObject *__pyx_v_nregions = 0;
  PyObject *__pyx_v_sregions = 0;
  PyObject *__pyx_v_recregions = 0;
  double __pyx_v_f;
  int __pyx_v_track;
  char const *__pyx_v_fitness;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("test_evolve_regions_async (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_npops,&__pyx_n_s_nlist,&__pyx_n_s_mu_neutral,&__pyx_n_s_mu_selected,&__pyx_n_s_recrate,&__pyx_n_s_nregions,&__pyx_n_s_sregions,&__pyx_n_s_recregions,&__pyx_n_s_f,&__pyx_n_s_track,&__pyx_n_s_fitness,0};
    PyObject* values[12] = {0,0,0,0,0,0,0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_npops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 1); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 2); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_neutral)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 3); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_selected)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 4); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recrate)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 5); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 6); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  7:
        if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 7); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  8:
        if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, 8); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  9:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f);
          if (value) { values[9] = value; kw_args--; }
        }
        case 10:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_track);
          if (value) { values[10] = value; kw_args--; }
        }
        case 11:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fitness);
          if (value) { values[11] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "test_evolve_regions_async") < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_npops = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_npops == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nlist = __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(values[2]); if (unlikely(!__pyx_v_nlist.memview)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_neutral = __pyx_PyFloat_AsDouble(values[3]); if (unlikely((__pyx_v_mu_neutral == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_selected = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_mu_selected == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_recrate = __pyx_PyFloat_AsDouble(values[5]); if (unlikely((__pyx_v_recrate == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nregions = ((PyObject*)values[6]);
    __pyx_v_sregions = ((PyObject*)values[7]);
    __pyx_v_recregions = ((PyObject*)values[8]);
    if (values[9]) {
      __pyx_v_f = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_f == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_f = ((double)0.0);
    }
    if (values[10]) {
      __pyx_v_track = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_track == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "fwdpy/evolve_regions.pyx":19
 *                               list recregions,
 *                               double f = 0,
 *                               const bint track = False,             # <<<<<<<<<<<<<<
 *                               const char * fitness = "multiplicative"):
 *     cdef unsigned listlen = len(nlist)
 */
      __pyx_v_track = ((int)0);
    }
    if (values[11]) {
      __pyx_v_fitness = __Pyx_PyObject_AsString(values[11]); if (unlikely((!__pyx_v_fitness) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_fitness = ((char const *)__pyx_k_multiplicative);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("test_evolve_regions_async", 0, 9, 12, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.test_evolve_regions_async", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nregions), (&PyList_Type), 1, "nregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sregions), (&PyList_Type), 1, "sregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_recregions), (&PyList_Type), 1, "recregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_20test_evolve_regions_async(__pyx_self, __pyx_v_rng, __pyx_v_npops, __pyx_v_nlist, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_nregions, __pyx_v_sregions, __pyx_v_recregions, __pyx_v_f, __pyx_v_track, __pyx_v_fitness);

  /* "fwdpy/evolve_regions.pyx":9
 * 
 * @cython.boundscheck(False)
 * def test_evolve_regions_async(GSLrng rng,             # <<<<<<<<<<<<<<
 *                               int npops,
 *                               unsigned[:] nlist,
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_20test_evolve_regions_async(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness) {
  unsigned int __pyx_v_listlen;
  struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *__pyx_v_rmgr = NULL;
  CYTHON_UNUSED std::vector<std::shared_ptr<fwdpy::singlepop_t> >  __pyx_v_pops;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("test_evolve_regions_async", 0);

  /* "fwdpy/evolve_regions.pyx":21
 *                               const bint track = False,
 *                               const char * fitness = "multiplicative"):
 *     cdef unsigned listlen = len(nlist)             # <<<<<<<<<<<<<<
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 */
  __pyx_t_1 = __pyx_memoryview_fromslice(__pyx_v_nlist, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_listlen = __pyx_t_2;

  /* "fwdpy/evolve_regions.pyx":22
 *                               const char * fitness = "multiplicative"):
 *     cdef unsigned listlen = len(nlist)
 *     rmgr = region_manager_wrapper()             # <<<<<<<<<<<<<<
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef vector[shared_ptr[singlepop_t]] pops = evolve_regions_async(npops,
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_rmgr = ((struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":23
 *     cdef unsigned listlen = len(nlist)
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)             # <<<<<<<<<<<<<<
 *     cdef vector[shared_ptr[singlepop_t]] pops = evolve_regions_async(npops,
 *                                                                      rng.thisptr,
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_make_region_manager); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = NULL;
  __pyx_t_2 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_2 = 1;
    }
  }
  __pyx_t_5 = PyTuple_New(4+__pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (__pyx_t_3) {
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __pyx_t_3 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_rmgr));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_rmgr));
  PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_2, ((PyObject *)__pyx_v_rmgr));
  __Pyx_INCREF(__pyx_v_nregions);
  __Pyx_GIVEREF(__pyx_v_nregions);
  PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_2, __pyx_v_nregions);
  __Pyx_INCREF(__pyx_v_sregions);
  __Pyx_GIVEREF(__pyx_v_sregions);
  PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_2, __pyx_v_sregions);
  __Pyx_INCREF(__pyx_v_recregions);
  __Pyx_GIVEREF(__pyx_v_recregions);
  PyTuple_SET_ITEM(__pyx_t_5, 3+__pyx_t_2, __pyx_v_recregions);
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":26
 *     cdef vector[shared_ptr[singlepop_t]] pops = evolve_regions_async(npops,
 *                                                                      rng.thisptr,
 *                                                                      &nlist[0],             # <<<<<<<<<<<<<<
 *                                                                      listlen,
 *                                                                      mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 */
  __pyx_t_6 = 0;
  if (__pyx_t_6 < 0) __pyx_t_6 += __pyx_v_nlist.shape[0];

  /* "fwdpy/evolve_regions.pyx":24
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef vector[shared_ptr[singlepop_t]] pops = evolve_regions_async(npops,             # <<<<<<<<<<<<<<
 *                                                                      rng.thisptr,
 *                                                                      &nlist[0],
 */
  __pyx_v_pops = fwdpy::evolve_regions_async(__pyx_v_npops, __pyx_v_rng->thisptr, (&(*((unsigned int *) ( /* dim=0 */ (__pyx_v_nlist.data + __pyx_t_6 * __pyx_v_nlist.strides[0]) )))), __pyx_v_listlen, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_f, __pyx_v_track, __pyx_v_rmgr->thisptr, __pyx_v_fitness);

  /* "fwdpy/evolve_regions.pyx":9
 * 
 * @cython.boundscheck(False)
 * def test_evolve_regions_async(GSLrng rng,             # <<<<<<<<<<<<<<
 *                               int npops,
 *                               unsigned[:] nlist,
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.test_evolve_regions_async", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_rmgr);
  __PYX_XDEC_MEMVIEW(&__pyx_v_nlist, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/evolve_regions.pyx":31
 * 
 * @cython.boundscheck(False)
 * def test_evolve_mpi(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_23test_evolve_mpi(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_23test_evolve_mpi = {"test_evolve_mpi", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_23test_evolve_mpi, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_23test_evolve_mpi(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  int __pyx_v_npops;
  int __pyx_v_N;
  __Pyx_memviewslice __pyx_v_nlist = { 0, 0, { 0 }, { 0 }, { 0 } };
  double __pyx_v_mu_neutral;
  double __pyx_v_mu_selected;
  double __pyx_v_recrate;
  PyObject *__pyx_v_nregions = 0;
  PyObject *__pyx_v_sregions = 0;
  PyObject *__pyx_v_recregions = 0;
  double __pyx_v_f;
  int __pyx_v_track;
  char const *__pyx_v_fitness;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("test_evolve_mpi (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_npops,&__pyx_n_s_N,&__pyx_n_s_nlist,&__pyx_n_s_mu_neutral,&__pyx_n_s_mu_selected,&__pyx_n_s_recrate,&__pyx_n_s_nregions,&__pyx_n_s_sregions,&__pyx_n_s_recregions,&__pyx_n_s_f,&__pyx_n_s_track,&__pyx_n_s_fitness,0};
    PyObject* values[13] = {0,0,0,0,0,0,0,0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_npops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 1); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_N)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 2); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 3); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_neutral)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 4); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_selected)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 5); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recrate)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 6); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  7:
        if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 7); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  8:
        if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 8); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  9:
        if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, 9); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case 10:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f);
          if (value) { values[10] = value; kw_args--; }
        }
        case 11:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_track);
          if (value) { values[11] = value; kw_args--; }
        }
        case 12:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fitness);
          if (value) { values[12] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "test_evolve_mpi") < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_npops = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_npops == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_N = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_N == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nlist = __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(values[3]); if (unlikely(!__pyx_v_nlist.memview)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_neutral = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_mu_neutral == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_selected = __pyx_PyFloat_AsDouble(values[5]); if (unlikely((__pyx_v_mu_selected == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_recrate = __pyx_PyFloat_AsDouble(values[6]); if (unlikely((__pyx_v_recrate == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nregions = ((PyObject*)values[7]);
    __pyx_v_sregions = ((PyObject*)values[8]);
    __pyx_v_recregions = ((PyObject*)values[9]);
    if (values[10]) {
      __pyx_v_f = __pyx_PyFloat_AsDouble(values[10]); if (unlikely((__pyx_v_f == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_f = ((double)0.0);
    }
    if (values[11]) {
      __pyx_v_track = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_track == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "fwdpy/evolve_regions.pyx":42
 *                     list recregions,
 *                     double f = 0,
 *                     const bint track = False,             # <<<<<<<<<<<<<<
 *                     const char * fitness = "multiplicative"):
 *     pops=popvec(npops,N)
 */
      __pyx_v_track = ((int)0);
    }
    if (values[12]) {
      __pyx_v_fitness = __Pyx_PyObject_AsString(values[12]); if (unlikely((!__pyx_v_fitness) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_fitness = ((char const *)__pyx_k_multiplicative);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("test_evolve_mpi", 0, 10, 13, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.test_evolve_mpi", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nregions), (&PyList_Type), 1, "nregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sregions), (&PyList_Type), 1, "sregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_recregions), (&PyList_Type), 1, "recregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_22test_evolve_mpi(__pyx_self, __pyx_v_rng, __pyx_v_npops, __pyx_v_N, __pyx_v_nlist, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_nregions, __pyx_v_sregions, __pyx_v_recregions, __pyx_v_f, __pyx_v_track, __pyx_v_fitness);

  /* "fwdpy/evolve_regions.pyx":31
 * 
 * @cython.boundscheck(False)
 * def test_evolve_mpi(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_22test_evolve_mpi(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, int __pyx_v_N, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops = NULL;
  unsigned int __pyx_v_listlen;
  CYTHON_UNUSED int __pyx_v_NP;
  int __pyx_v_j;
  CYTHON_UNUSED unsigned int __pyx_v_popsize;
  struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *__pyx_v_rmgr = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  Py_ssize_t __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("test_evolve_mpi", 0);

  /* "fwdpy/evolve_regions.pyx":44
 *                     const bint track = False,
 *                     const char * fitness = "multiplicative"):
 *     pops=popvec(npops,N)             # <<<<<<<<<<<<<<
 *     cdef unsigned listlen = len(nlist)
 *     cdef int NP=npops
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_npops); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_N); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_popvec), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_pops = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":45
 *                     const char * fitness = "multiplicative"):
 *     pops=popvec(npops,N)
 *     cdef unsigned listlen = len(nlist)             # <<<<<<<<<<<<<<
 *     cdef int NP=npops
 *     cdef int j
 */
  __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_nlist, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_listlen = __pyx_t_4;

  /* "fwdpy/evolve_regions.pyx":46
 *     pops=popvec(npops,N)
 *     cdef unsigned listlen = len(nlist)
 *     cdef int NP=npops             # <<<<<<<<<<<<<<
 *     cdef int j
 *     cdef unsigned popsize = N
 */
  __pyx_v_NP = __pyx_v_npops;

  /* "fwdpy/evolve_regions.pyx":48
 *     cdef int NP=npops
 *     cdef int j
 *     cdef unsigned popsize = N             # <<<<<<<<<<<<<<
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 */
  __pyx_v_popsize = __pyx_v_N;

  /* "fwdpy/evolve_regions.pyx":49
 *     cdef int j
 *     cdef unsigned popsize = N
 *     rmgr = region_manager_wrapper()             # <<<<<<<<<<<<<<
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     for j in prange(NP,schedule='static',nogil=True,chunksize=1):
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_rmgr = ((struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":50
 *     cdef unsigned popsize = N
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)             # <<<<<<<<<<<<<<
 *     for j in prange(NP,schedule='static',nogil=True,chunksize=1):
 *         evolve_regions_t(rng.thisptr,pops.pops[j],&nlist[0],listlen,
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_make_region_manager); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = NULL;
  __pyx_t_4 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
      __pyx_t_4 = 1;
    }
  }
  __pyx_t_5 = PyTuple_New(4+__pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (__pyx_t_3) {
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __pyx_t_3 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_rmgr));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_rmgr));
  PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_4, ((PyObject *)__pyx_v_rmgr));
  __Pyx_INCREF(__pyx_v_nregions);
  __Pyx_GIVEREF(__pyx_v_nregions);
  PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_4, __pyx_v_nregions);
  __Pyx_INCREF(__pyx_v_sregions);
  __Pyx_GIVEREF(__pyx_v_sregions);
  PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_4, __pyx_v_sregions);
  __Pyx_INCREF(__pyx_v_recregions);
  __Pyx_GIVEREF(__pyx_v_recregions);
  PyTuple_SET_ITEM(__pyx_t_5, 3+__pyx_t_4, __pyx_v_recregions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":51
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     for j in prange(NP,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         evolve_regions_t(rng.thisptr,pops.pops[j],&nlist[0],listlen,
 *                          mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {
        __pyx_t_6 = __pyx_v_NP;
        if (1 == 0) abort();
        {
            __pyx_t_9 = 1;
            #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
                #undef likely
                #undef unlikely
                #define likely(x)   (x)
                #define unlikely(x) (x)
            #endif
            __pyx_t_8 = (__pyx_t_6 - 0) / 1;
            if (__pyx_t_8 > 0)
            {
                #ifdef _OPENMP
                #pragma omp parallel private(__pyx_t_10)
                #endif /* _OPENMP */
                {
                    #ifdef _OPENMP
                    #pragma omp for firstprivate(__pyx_v_j) lastprivate(__pyx_v_j) schedule(static, __pyx_t_9)
                    #endif /* _OPENMP */
                    for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_8; __pyx_t_7++){
                        {
                            __pyx_v_j = 0 + 1 * __pyx_t_7;

                            /* "fwdpy/evolve_regions.pyx":52
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     for j in prange(NP,schedule='static',nogil=True,chunksize=1):
 *         evolve_regions_t(rng.thisptr,pops.pops[j],&nlist[0],listlen,             # <<<<<<<<<<<<<<
 *                          mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 *     return pops
 */
                            __pyx_t_10 = 0;
                            if (__pyx_t_10 < 0) __pyx_t_10 += __pyx_v_nlist.shape[0];

                            /* "fwdpy/evolve_regions.pyx":53
 *     for j in prange(NP,schedule='static',nogil=True,chunksize=1):
 *         evolve_regions_t(rng.thisptr,pops.pops[j],&nlist[0],listlen,
 *                          mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)             # <<<<<<<<<<<<<<
 *     return pops
 * 
 */
                            fwdpy::evolve_regions_t(__pyx_v_rng->thisptr, (__pyx_v_pops->pops[__pyx_v_j]), (&(*((unsigned int *) ( /* dim=0 */ (__pyx_v_nlist.data + __pyx_t_10 * __pyx_v_nlist.strides[0]) )))), __pyx_v_listlen, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_f, __pyx_v_track, __pyx_v_rmgr->thisptr, __pyx_v_fitness);
                        }
                    }
                }
            }
        }
        #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
            #undef likely
            #undef unlikely
            #define likely(x)   __builtin_expect(!!(x), 1)
            #define unlikely(x) __builtin_expect(!!(x), 0)
        #endif
      }

      /* "fwdpy/evolve_regions.pyx":51
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     for j in prange(NP,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         evolve_regions_t(rng.thisptr,pops.pops[j],&nlist[0],listlen,
 *                          mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L5;
        }
        __pyx_L5:;
      }
  }

  /* "fwdpy/evolve_regions.pyx":54
 *         evolve_regions_t(rng.thisptr,pops.pops[j],&nlist[0],listlen,
 *                          mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 *     return pops             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_pops));
  __pyx_r = ((PyObject *)__pyx_v_pops);
  goto __pyx_L0;

  /* "fwdpy/evolve_regions.pyx":31
 * 
 * @cython.boundscheck(False)
 * def test_evolve_mpi(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.test_evolve_mpi", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pops);
  __Pyx_XDECREF((PyObject *)__pyx_v_rmgr);
  __PYX_XDEC_MEMVIEW(&__pyx_v_nlist, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/evolve_regions.pyx":57
 * 
 * @cython.boundscheck(False)
 * def evolve_regions(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_25evolve_regions(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_24evolve_regions[] = "\n    Evolve a region with variable mutation, fitness effects, and recombination rates.\n\n    :param rng: a :class:`GSLrng`\n    :param npops: The number of populations to simulate.  This is equal to the number of threads that will be used!\n    :param N: The diploid population size to simulate\n    :param nlist: An array view of a NumPy array.  This represents the population sizes over time.  The length of this view is the length of the simulation in generations. The view must be of an array of 32 bit, unsigned integers (see example).\n    :param mu_neutral: The mutation rate to variants not affecting fitness (\"neutral\" mutations).  The unit is per gamete, per generation.\n    :param mu_selected: The mutation rate to variants affecting fitness (\"selected\" mutations).  The unit is per gamete, per generation.\n    :param recrate: The recombination rate in the regions (per diploid, per generation)\n    :param nregions: A list specifying where neutral mutations occur\n    :param sregions: A list specifying where selected mutations occur\n    :param recregions: A list specifying how the genetic map varies along the region\n    :param f: The selfing probabilty\n    :param fitness: The fitness model.  Must be either \"multiplicative\" or \"additive\".\n\n    Example:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> #Our \"neutral\" regions will be from positions [0,1) and [2,3).\n    >>> #The regions will have equal weights, and thus will each get\n    >>> #1/2 of newly-arising, neutral mutations\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> #Our \"selected\" mutations will have positions on the continuous\n    >>> #interval [1,2).  There will be two classes of such mutations,\n    >>> #each with exponentially-distrubted selection coefficients.\n    >>> #The first class will have a mean of s = -0.1 (deleterious), and the second\n    >>> #will have a mean of 1e-3 (adaptive).  The former will be 100x more common than\n    >>> #the l""atter, as the weights are 1 and 0.01, respectively.\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> #Recombination will be uniform along the interval [0,3).\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> #popsizes are NumPy arrays of 32bit unsigned integers\n    >>> #Initial pop size will be N = 1,000, and\n    >>> #the type must be uint32 (32 bit unsigned integer)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> #The simulation will be for 10*N generations,\n    >>> #so we replicate that value in the array\n    >>> popsizes=np.tile(popsizes,100)\n    >>> #Simulate 1 deme under this model.\n    >>> #The total neutral mutation rate is 1e-3,\n    >>> #which is also the recombination rate.\n    >>> #The total mutation rate to selected variants is 0.1*(the neutral mutation rate).\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_25evolve_regions = {"evolve_regions", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_25evolve_regions, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_24evolve_regions};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_25evolve_regions(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  int __pyx_v_npops;
  int __pyx_v_N;
  __Pyx_memviewslice __pyx_v_nlist = { 0, 0, { 0 }, { 0 }, { 0 } };
  double __pyx_v_mu_neutral;
  double __pyx_v_mu_selected;
  double __pyx_v_recrate;
  PyObject *__pyx_v_nregions = 0;
  PyObject *__pyx_v_sregions = 0;
  PyObject *__pyx_v_recregions = 0;
  double __pyx_v_f;
  int __pyx_v_track;
  char const *__pyx_v_fitness;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("evolve_regions (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_npops,&__pyx_n_s_N,&__pyx_n_s_nlist,&__pyx_n_s_mu_neutral,&__pyx_n_s_mu_selected,&__pyx_n_s_recrate,&__pyx_n_s_nregions,&__pyx_n_s_sregions,&__pyx_n_s_recregions,&__pyx_n_s_f,&__pyx_n_s_track,&__pyx_n_s_fitness,0};
    PyObject* values[13] = {0,0,0,0,0,0,0,0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_npops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 1); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_N)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 2); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 3); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_neutral)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 4); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_selected)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 5); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recrate)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 6); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  7:
        if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 7); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  8:
        if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 8); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  9:
        if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, 9); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case 10:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f);
          if (value) { values[10] = value; kw_args--; }
        }
        case 11:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_track);
          if (value) { values[11] = value; kw_args--; }
        }
        case 12:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fitness);
          if (value) { values[12] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "evolve_regions") < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_npops = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_npops == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_N = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_N == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nlist = __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(values[3]); if (unlikely(!__pyx_v_nlist.memview)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_neutral = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_mu_neutral == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_selected = __pyx_PyFloat_AsDouble(values[5]); if (unlikely((__pyx_v_mu_selected == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_recrate = __pyx_PyFloat_AsDouble(values[6]); if (unlikely((__pyx_v_recrate == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nregions = ((PyObject*)values[7]);
    __pyx_v_sregions = ((PyObject*)values[8]);
    __pyx_v_recregions = ((PyObject*)values[9]);
    if (values[10]) {
      __pyx_v_f = __pyx_PyFloat_AsDouble(values[10]); if (unlikely((__pyx_v_f == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_f = ((double)0.0);
    }
    if (values[11]) {
      __pyx_v_track = __Pyx_PyObject_IsTrue(values[11]); if (unlikely((__pyx_v_track == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "fwdpy/evolve_regions.pyx":68
 *                     list recregions,
 *                     double f = 0,
 *                     const bint track = False,             # <<<<<<<<<<<<<<
 *                     const char * fitness = "multiplicative"):
 *     """
 */
      __pyx_v_track = ((int)0);
    }
    if (values[12]) {
      __pyx_v_fitness = __Pyx_PyObject_AsString(values[12]); if (unlikely((!__pyx_v_fitness) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_fitness = ((char const *)__pyx_k_multiplicative);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("evolve_regions", 0, 10, 13, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_regions", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nregions), (&PyList_Type), 1, "nregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sregions), (&PyList_Type), 1, "sregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_recregions), (&PyList_Type), 1, "recregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_24evolve_regions(__pyx_self, __pyx_v_rng, __pyx_v_npops, __pyx_v_N, __pyx_v_nlist, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_nregions, __pyx_v_sregions, __pyx_v_recregions, __pyx_v_f, __pyx_v_track, __pyx_v_fitness);

  /* "fwdpy/evolve_regions.pyx":57
 * 
 * @cython.boundscheck(False)
 * def evolve_regions(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_24evolve_regions(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, int __pyx_v_npops, int __pyx_v_N, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops = NULL;
  struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *__pyx_v_rmgr = NULL;
  unsigned int __pyx_v_listlen;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("evolve_regions", 0);

  /* "fwdpy/evolve_regions.pyx":117
 *     >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)
 *     """
 *     if mu_neutral < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 */
  __pyx_t_1 = ((__pyx_v_mu_neutral < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":118
 *     """
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":117
 *     >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)
 *     """
 *     if mu_neutral < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 */
  }

  /* "fwdpy/evolve_regions.pyx":119
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 */
  __pyx_t_1 = ((__pyx_v_mu_selected < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":120
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__10, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":119
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 */
  }

  /* "fwdpy/evolve_regions.pyx":121
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 */
  __pyx_t_1 = ((__pyx_v_recrate < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":122
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")             # <<<<<<<<<<<<<<
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__11, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":121
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 */
  }

  /* "fwdpy/evolve_regions.pyx":123
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:             # <<<<<<<<<<<<<<
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0
 */
  __pyx_t_1 = ((__pyx_v_f < 0.) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":124
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")             # <<<<<<<<<<<<<<
 *         f=0
 *     pops = popvec(npops,N)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_warnings); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_warn); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "fwdpy/evolve_regions.pyx":125
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0             # <<<<<<<<<<<<<<
 *     pops = popvec(npops,N)
 *     rmgr = region_manager_wrapper()
 */
    __pyx_v_f = 0.0;

    /* "fwdpy/evolve_regions.pyx":123
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:             # <<<<<<<<<<<<<<
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0
 */
  }

  /* "fwdpy/evolve_regions.pyx":126
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0
 *     pops = popvec(npops,N)             # <<<<<<<<<<<<<<
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 */
  __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_npops); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_N); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3);
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_popvec), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_pops = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "fwdpy/evolve_regions.pyx":127
 *         f=0
 *     pops = popvec(npops,N)
 *     rmgr = region_manager_wrapper()             # <<<<<<<<<<<<<<
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)
 */
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_rmgr = ((struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "fwdpy/evolve_regions.pyx":128
 *     pops = popvec(npops,N)
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)             # <<<<<<<<<<<<<<
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_make_region_manager); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  __pyx_t_5 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
      __pyx_t_5 = 1;
    }
  }
  __pyx_t_6 = PyTuple_New(4+__pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (__pyx_t_4) {
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_rmgr));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_rmgr));
  PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, ((PyObject *)__pyx_v_rmgr));
  __Pyx_INCREF(__pyx_v_nregions);
  __Pyx_GIVEREF(__pyx_v_nregions);
  PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_nregions);
  __Pyx_INCREF(__pyx_v_sregions);
  __Pyx_GIVEREF(__pyx_v_sregions);
  PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_sregions);
  __Pyx_INCREF(__pyx_v_recregions);
  __Pyx_GIVEREF(__pyx_v_recregions);
  PyTuple_SET_ITEM(__pyx_t_6, 3+__pyx_t_5, __pyx_v_recregions);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/evolve_regions.pyx":129
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)             # <<<<<<<<<<<<<<
 *     with nogil:
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 */
  __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_nlist, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_listlen = __pyx_t_5;

  /* "fwdpy/evolve_regions.pyx":130
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:             # <<<<<<<<<<<<<<
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 *     return pops
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {

        /* "fwdpy/evolve_regions.pyx":131
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)             # <<<<<<<<<<<<<<
 *     return pops
 * 
 */
        __pyx_t_7 = 0;
        if (__pyx_t_7 < 0) __pyx_t_7 += __pyx_v_nlist.shape[0];
        fwdpy::evolve_regions_t(__pyx_v_rng->thisptr, (&__pyx_v_pops->pops), (&(*((unsigned int *) ( /* dim=0 */ (__pyx_v_nlist.data + __pyx_t_7 * __pyx_v_nlist.strides[0]) )))), __pyx_v_listlen, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_f, __pyx_v_track, __pyx_v_rmgr->thisptr, __pyx_v_fitness);
      }

      /* "fwdpy/evolve_regions.pyx":130
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:             # <<<<<<<<<<<<<<
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 *     return pops
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L9;
        }
        __pyx_L9:;
      }
  }

  /* "fwdpy/evolve_regions.pyx":132
 *     with nogil:
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 *     return pops             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_pops));
  __pyx_r = ((PyObject *)__pyx_v_pops);
  goto __pyx_L0;

  /* "fwdpy/evolve_regions.pyx":57
 * 
 * @cython.boundscheck(False)
 * def evolve_regions(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_regions", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_pops);
  __Pyx_XDECREF((PyObject *)__pyx_v_rmgr);
  __PYX_XDEC_MEMVIEW(&__pyx_v_nlist, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/evolve_regions.pyx":135
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_more(GSLrng rng,             # <<<<<<<<<<<<<<
 *                         popvec pops,
 *                         unsigned[:] nlist,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_27evolve_regions_more(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_26evolve_regions_more[] = "\n    Continute to evolve a region with variable mutation, fitness effects, and recombination rates.\n\n    :param rng: a :class:`GSLrng`\n    :param pops: A list of populations simulated by :func:`evolve_regions`\n    :param N: The diploid population size to simulate\n    :param nlist: An array view of a NumPy array.  This represents the population sizes over time.  The length of this view is the length of the simulation in generations. The view must be of an array of 32 bit, unsigned integers (see example).\n    :param mu_neutral: The mutation rate to variants not affecting fitness (\"neutral\" mutations).  The unit is per gamete, per generation.\n    :param mu_selected: The mutation rate to variants affecting fitness (\"selected\" mutations).  The unit is per gamete, per generation.\n    :param recrate: The recombination rate in the regions (per diploid, per generation)\n    :param nregions: A list specifying where neutral mutations occur\n    :param sregions: A list specifying where selected mutations occur\n    :param recregions: A list specifying how the genetic map varies along the region\n    :param f: The selfing probabilty\n    :param fitness: The fitness model.  Must be either \"multiplicative\" or \"additive\".\n\n    :raises: RuntimeError if parameters do not pass checks\n\n    Example:\n\n    >>> # See docstring for fwdpy.evolve_regions for the gory details\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> # Evolve for 5N generations initially\n    >>> popsizes=np.tile(popsizes,5000)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> # Evolve for another 5N generations\n    >>> fwdpy.evolve_regions_more(rng,pops,popsizes[""0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_27evolve_regions_more = {"evolve_regions_more", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_27evolve_regions_more, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_26evolve_regions_more};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_27evolve_regions_more(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops = 0;
  __Pyx_memviewslice __pyx_v_nlist = { 0, 0, { 0 }, { 0 }, { 0 } };
  double __pyx_v_mu_neutral;
  double __pyx_v_mu_selected;
  double __pyx_v_recrate;
  PyObject *__pyx_v_nregions = 0;
  PyObject *__pyx_v_sregions = 0;
  PyObject *__pyx_v_recregions = 0;
  double __pyx_v_f;
  int __pyx_v_track;
  char const *__pyx_v_fitness;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("evolve_regions_more (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_pops,&__pyx_n_s_nlist,&__pyx_n_s_mu_neutral,&__pyx_n_s_mu_selected,&__pyx_n_s_recrate,&__pyx_n_s_nregions,&__pyx_n_s_sregions,&__pyx_n_s_recregions,&__pyx_n_s_f,&__pyx_n_s_track,&__pyx_n_s_fitness,0};
    PyObject* values[12] = {0,0,0,0,0,0,0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 1); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 2); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_neutral)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 3); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_selected)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 4); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recrate)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 5); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 6); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  7:
        if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 7); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  8:
        if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, 8); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  9:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f);
          if (value) { values[9] = value; kw_args--; }
        }
        case 10:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_track);
          if (value) { values[10] = value; kw_args--; }
        }
        case 11:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fitness);
          if (value) { values[11] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "evolve_regions_more") < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_pops = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)values[1]);
    __pyx_v_nlist = __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(values[2]); if (unlikely(!__pyx_v_nlist.memview)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_neutral = __pyx_PyFloat_AsDouble(values[3]); if (unlikely((__pyx_v_mu_neutral == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_selected = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_mu_selected == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_recrate = __pyx_PyFloat_AsDouble(values[5]); if (unlikely((__pyx_v_recrate == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nregions = ((PyObject*)values[6]);
    __pyx_v_sregions = ((PyObject*)values[7]);
    __pyx_v_recregions = ((PyObject*)values[8]);
    if (values[9]) {
      __pyx_v_f = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_f == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_f = ((double)0.0);
    }
    if (values[10]) {
      __pyx_v_track = __Pyx_PyObject_IsTrue(values[10]); if (unlikely((__pyx_v_track == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "fwdpy/evolve_regions.pyx":145
 *                         list recregions,
 *                         double f = 0,
 *                         const bint track = False,             # <<<<<<<<<<<<<<
 *                         const char * fitness = "multiplicative"):
 *     """
 */
      __pyx_v_track = ((int)0);
    }
    if (values[11]) {
      __pyx_v_fitness = __Pyx_PyObject_AsString(values[11]); if (unlikely((!__pyx_v_fitness) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_fitness = ((char const *)__pyx_k_multiplicative);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("evolve_regions_more", 0, 9, 12, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_regions_more", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pops), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "pops", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nregions), (&PyList_Type), 1, "nregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sregions), (&PyList_Type), 1, "sregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_recregions), (&PyList_Type), 1, "recregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_26evolve_regions_more(__pyx_self, __pyx_v_rng, __pyx_v_pops, __pyx_v_nlist, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_nregions, __pyx_v_sregions, __pyx_v_recregions, __pyx_v_f, __pyx_v_track, __pyx_v_fitness);

  /* "fwdpy/evolve_regions.pyx":135
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_more(GSLrng rng,             # <<<<<<<<<<<<<<
 *                         popvec pops,
 *                         unsigned[:] nlist,
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_26evolve_regions_more(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops, __Pyx_memviewslice __pyx_v_nlist, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, double __pyx_v_f, int __pyx_v_track, char const *__pyx_v_fitness) {
  struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *__pyx_v_rmgr = NULL;
  unsigned int __pyx_v_listlen;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("evolve_regions_more", 0);

  /* "fwdpy/evolve_regions.pyx":181
 *     >>> fwdpy.evolve_regions_more(rng,pops,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)
 *     """
 *     if mu_neutral < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 */
  __pyx_t_1 = ((__pyx_v_mu_neutral < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":182
 *     """
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":181
 *     >>> fwdpy.evolve_regions_more(rng,pops,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)
 *     """
 *     if mu_neutral < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 */
  }

  /* "fwdpy/evolve_regions.pyx":183
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 */
  __pyx_t_1 = ((__pyx_v_mu_selected < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":184
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":183
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 */
  }

  /* "fwdpy/evolve_regions.pyx":185
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 */
  __pyx_t_1 = ((__pyx_v_recrate < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":186
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")             # <<<<<<<<<<<<<<
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__15, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":185
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 */
  }

  /* "fwdpy/evolve_regions.pyx":187
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:             # <<<<<<<<<<<<<<
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0
 */
  __pyx_t_1 = ((__pyx_v_f < 0.) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":188
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")             # <<<<<<<<<<<<<<
 *         f=0
 *     rmgr = region_manager_wrapper()
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_warnings); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_warn); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "fwdpy/evolve_regions.pyx":189
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0             # <<<<<<<<<<<<<<
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 */
    __pyx_v_f = 0.0;

    /* "fwdpy/evolve_regions.pyx":187
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:             # <<<<<<<<<<<<<<
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0
 */
  }

  /* "fwdpy/evolve_regions.pyx":190
 *         warnings.warn("f < 0 will be treated as 0")
 *         f=0
 *     rmgr = region_manager_wrapper()             # <<<<<<<<<<<<<<
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_rmgr = ((struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":191
 *         f=0
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)             # <<<<<<<<<<<<<<
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_make_region_manager); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = NULL;
  __pyx_t_5 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_5 = 1;
    }
  }
  __pyx_t_6 = PyTuple_New(4+__pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (__pyx_t_3) {
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_3); __pyx_t_3 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_rmgr));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_rmgr));
  PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, ((PyObject *)__pyx_v_rmgr));
  __Pyx_INCREF(__pyx_v_nregions);
  __Pyx_GIVEREF(__pyx_v_nregions);
  PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_nregions);
  __Pyx_INCREF(__pyx_v_sregions);
  __Pyx_GIVEREF(__pyx_v_sregions);
  PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_sregions);
  __Pyx_INCREF(__pyx_v_recregions);
  __Pyx_GIVEREF(__pyx_v_recregions);
  PyTuple_SET_ITEM(__pyx_t_6, 3+__pyx_t_5, __pyx_v_recregions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":192
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)             # <<<<<<<<<<<<<<
 *     with nogil:
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 */
  __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_nlist, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_listlen = __pyx_t_5;

  /* "fwdpy/evolve_regions.pyx":193
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:             # <<<<<<<<<<<<<<
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 * 
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {

        /* "fwdpy/evolve_regions.pyx":194
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
        __pyx_t_7 = 0;
        if (__pyx_t_7 < 0) __pyx_t_7 += __pyx_v_nlist.shape[0];
        fwdpy::evolve_regions_t(__pyx_v_rng->thisptr, (&__pyx_v_pops->pops), (&(*((unsigned int *) ( /* dim=0 */ (__pyx_v_nlist.data + __pyx_t_7 * __pyx_v_nlist.strides[0]) )))), __pyx_v_listlen, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_f, __pyx_v_track, __pyx_v_rmgr->thisptr, __pyx_v_fitness);
      }

      /* "fwdpy/evolve_regions.pyx":193
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen = len(nlist)
 *     with nogil:             # <<<<<<<<<<<<<<
 *         evolve_regions_t(rng.thisptr,&pops.pops,&nlist[0],listlen,mu_neutral,mu_selected,recrate,f,track,rmgr.thisptr,fitness)
 * 
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L9;
        }
        __pyx_L9:;
      }
  }

  /* "fwdpy/evolve_regions.pyx":135
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_more(GSLrng rng,             # <<<<<<<<<<<<<<
 *                         popvec pops,
 *                         unsigned[:] nlist,
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_regions_more", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_rmgr);
  __PYX_XDEC_MEMVIEW(&__pyx_v_nlist, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/evolve_regions.pyx":197
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_split(GSLrng rng,             # <<<<<<<<<<<<<<
 *                             popvec pops,
 *                             unsigned[:] nlist1,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_29evolve_regions_split(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_28evolve_regions_split[] = "\n    Take the output of a single-deme simulation, split into two demes, and evolve.\n\n    :raises: RuntimeError if parameters do not pass checks\n\n    Example:\n\n    >>> #The first part is the same as the example for fwdpy.evolve_regions\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> # Evolve for 5N generations initially\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> #Now, \"bud\" off a daughter population of same size, and evolve both for another 100 generations\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0.,0.])\n\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_29evolve_regions_split = {"evolve_regions_split", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_29evolve_regions_split, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_28evolve_regions_split};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_29evolve_regions_split(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng = 0;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops = 0;
  __Pyx_memviewslice __pyx_v_nlist1 = { 0, 0, { 0 }, { 0 }, { 0 } };
  __Pyx_memviewslice __pyx_v_nlist2 = { 0, 0, { 0 }, { 0 }, { 0 } };
  double __pyx_v_mu_neutral;
  double __pyx_v_mu_selected;
  double __pyx_v_recrate;
  PyObject *__pyx_v_nregions = 0;
  PyObject *__pyx_v_sregions = 0;
  PyObject *__pyx_v_recregions = 0;
  std::vector<double>  __pyx_v_fs;
  char const *__pyx_v_fitness;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("evolve_regions_split (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rng,&__pyx_n_s_pops,&__pyx_n_s_nlist1,&__pyx_n_s_nlist2,&__pyx_n_s_mu_neutral,&__pyx_n_s_mu_selected,&__pyx_n_s_recrate,&__pyx_n_s_nregions,&__pyx_n_s_sregions,&__pyx_n_s_recregions,&__pyx_n_s_fs,&__pyx_n_s_fitness,0};
    PyObject* values[12] = {0,0,0,0,0,0,0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        case  9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_rng)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pops)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 1); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist1)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 2); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlist2)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 3); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_neutral)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 4); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mu_selected)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 5); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recrate)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 6); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  7:
        if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 7); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  8:
        if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 8); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  9:
        if (likely((values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_recregions)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 9); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case 10:
        if (likely((values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fs)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, 10); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case 11:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fitness);
          if (value) { values[11] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "evolve_regions_split") < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
        case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
        values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
        values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
        values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rng = ((struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *)values[0]);
    __pyx_v_pops = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)values[1]);
    __pyx_v_nlist1 = __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(values[2]); if (unlikely(!__pyx_v_nlist1.memview)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nlist2 = __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(values[3]); if (unlikely(!__pyx_v_nlist2.memview)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_neutral = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_mu_neutral == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mu_selected = __pyx_PyFloat_AsDouble(values[5]); if (unlikely((__pyx_v_mu_selected == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_recrate = __pyx_PyFloat_AsDouble(values[6]); if (unlikely((__pyx_v_recrate == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_nregions = ((PyObject*)values[7]);
    __pyx_v_sregions = ((PyObject*)values[8]);
    __pyx_v_recregions = ((PyObject*)values[9]);
    __pyx_v_fs = __pyx_convert_vector_from_py_double(values[10]); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[11]) {
      __pyx_v_fitness = __Pyx_PyObject_AsString(values[11]); if (unlikely((!__pyx_v_fitness) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_fitness = ((char const *)__pyx_k_multiplicative);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("evolve_regions_split", 0, 11, 12, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_regions_split", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rng), __pyx_ptype_5fwdpy_5fwdpy_GSLrng, 1, "rng", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pops), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "pops", 0))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nregions), (&PyList_Type), 1, "nregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sregions), (&PyList_Type), 1, "sregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_recregions), (&PyList_Type), 1, "recregions", 1))) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_28evolve_regions_split(__pyx_self, __pyx_v_rng, __pyx_v_pops, __pyx_v_nlist1, __pyx_v_nlist2, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_nregions, __pyx_v_sregions, __pyx_v_recregions, __pyx_v_fs, __pyx_v_fitness);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_28evolve_regions_split(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_GSLrng *__pyx_v_rng, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_pops, __Pyx_memviewslice __pyx_v_nlist1, __Pyx_memviewslice __pyx_v_nlist2, double __pyx_v_mu_neutral, double __pyx_v_mu_selected, double __pyx_v_recrate, PyObject *__pyx_v_nregions, PyObject *__pyx_v_sregions, PyObject *__pyx_v_recregions, std::vector<double>  __pyx_v_fs, char const *__pyx_v_fitness) {
  unsigned int __pyx_v_i;
  struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *__pyx_v_mpv = NULL;
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_tt = NULL;
  struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *__pyx_v_rmgr = NULL;
  unsigned int __pyx_v_listlen1;
  unsigned int __pyx_v_listlen2;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  size_t __pyx_t_3;
  unsigned int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  std::vector<unsigned int>  __pyx_t_8;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("evolve_regions_split", 0);

  /* "fwdpy/evolve_regions.pyx":231
 * 
 *     """
 *     if mu_neutral < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 */
  __pyx_t_1 = ((__pyx_v_mu_neutral < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":232
 *     """
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":231
 * 
 *     """
 *     if mu_neutral < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 */
  }

  /* "fwdpy/evolve_regions.pyx":233
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 */
  __pyx_t_1 = ((__pyx_v_mu_selected < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":234
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":233
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 */
  }

  /* "fwdpy/evolve_regions.pyx":235
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     cdef unsigned i
 */
  __pyx_t_1 = ((__pyx_v_recrate < 0.0) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":236
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")             # <<<<<<<<<<<<<<
 *     cdef unsigned i
 *     for i in range(fs.size()):
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__19, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":235
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     cdef unsigned i
 */
  }

  /* "fwdpy/evolve_regions.pyx":238
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     cdef unsigned i
 *     for i in range(fs.size()):             # <<<<<<<<<<<<<<
 *         if fs[i] < 0.:
 *             warnings.warn("f[i] < 0 will be treated as 0")
 */
  __pyx_t_3 = __pyx_v_fs.size();
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "fwdpy/evolve_regions.pyx":239
 *     cdef unsigned i
 *     for i in range(fs.size()):
 *         if fs[i] < 0.:             # <<<<<<<<<<<<<<
 *             warnings.warn("f[i] < 0 will be treated as 0")
 *             fs[i]=0.0
 */
    __pyx_t_1 = (((__pyx_v_fs[__pyx_v_i]) < 0.) != 0);
    if (__pyx_t_1) {

      /* "fwdpy/evolve_regions.pyx":240
 *     for i in range(fs.size()):
 *         if fs[i] < 0.:
 *             warnings.warn("f[i] < 0 will be treated as 0")             # <<<<<<<<<<<<<<
 *             fs[i]=0.0
 *     if len(nlist1) != len(nlist2):
 */
      __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_warnings); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_warn); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "fwdpy/evolve_regions.pyx":241
 *         if fs[i] < 0.:
 *             warnings.warn("f[i] < 0 will be treated as 0")
 *             fs[i]=0.0             # <<<<<<<<<<<<<<
 *     if len(nlist1) != len(nlist2):
 *         raise RuntimeError("len(nlist1) must equal len(nlist2)")
 */
      (__pyx_v_fs[__pyx_v_i]) = 0.0;

      /* "fwdpy/evolve_regions.pyx":239
 *     cdef unsigned i
 *     for i in range(fs.size()):
 *         if fs[i] < 0.:             # <<<<<<<<<<<<<<
 *             warnings.warn("f[i] < 0 will be treated as 0")
 *             fs[i]=0.0
 */
    }
  }

  /* "fwdpy/evolve_regions.pyx":242
 *             warnings.warn("f[i] < 0 will be treated as 0")
 *             fs[i]=0.0
 *     if len(nlist1) != len(nlist2):             # <<<<<<<<<<<<<<
 *         raise RuntimeError("len(nlist1) must equal len(nlist2)")
 * 
 */
  __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_nlist1, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_nlist2, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_1 = ((__pyx_t_6 != __pyx_t_7) != 0);
  if (__pyx_t_1) {

    /* "fwdpy/evolve_regions.pyx":243
 *             fs[i]=0.0
 *     if len(nlist1) != len(nlist2):
 *         raise RuntimeError("len(nlist1) must equal len(nlist2)")             # <<<<<<<<<<<<<<
 * 
 *     mpv = mpopvec(0,[0])
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__21, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/evolve_regions.pyx":242
 *             warnings.warn("f[i] < 0 will be treated as 0")
 *             fs[i]=0.0
 *     if len(nlist1) != len(nlist2):             # <<<<<<<<<<<<<<
 *         raise RuntimeError("len(nlist1) must equal len(nlist2)")
 * 
 */
  }

  /* "fwdpy/evolve_regions.pyx":245
 *         raise RuntimeError("len(nlist1) must equal len(nlist2)")
 * 
 *     mpv = mpopvec(0,[0])             # <<<<<<<<<<<<<<
 *     for i in range(len(pops)):
 *         #Step 1: Make the ith single pop the first deme in each metapop
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_int_0);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_INCREF(__pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_int_0);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_mpopvec), __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_mpv = ((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":246
 * 
 *     mpv = mpopvec(0,[0])
 *     for i in range(len(pops)):             # <<<<<<<<<<<<<<
 *         #Step 1: Make the ith single pop the first deme in each metapop
 *         mpv.mpops.push_back(shared_ptr[metapop_t](new metapop_t([0])))
 */
  __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_pops)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_7; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "fwdpy/evolve_regions.pyx":248
 *     for i in range(len(pops)):
 *         #Step 1: Make the ith single pop the first deme in each metapop
 *         mpv.mpops.push_back(shared_ptr[metapop_t](new metapop_t([0])))             # <<<<<<<<<<<<<<
 *         re_init_mpop(mpv.mpops[i].get(),pops.pops[0].get())
 *         #Step 2: copy the first deme into a second deme
 */
    __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_int_0);
    __Pyx_GIVEREF(__pyx_int_0);
    PyList_SET_ITEM(__pyx_t_2, 0, __pyx_int_0);
    __pyx_t_8 = __pyx_convert_vector_from_py_unsigned_int(__pyx_t_2); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    try {
      __pyx_v_mpv->mpops.push_back(std::shared_ptr<fwdpy::metapop_t> (new fwdpy::metapop_t(__pyx_t_8)));
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[6]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/evolve_regions.pyx":249
 *         #Step 1: Make the ith single pop the first deme in each metapop
 *         mpv.mpops.push_back(shared_ptr[metapop_t](new metapop_t([0])))
 *         re_init_mpop(mpv.mpops[i].get(),pops.pops[0].get())             # <<<<<<<<<<<<<<
 *         #Step 2: copy the first deme into a second deme
 *         copy_deme(mpv.mpops[i].get(),0,0)
 */
    fwdpy::re_init_mpop((__pyx_v_mpv->mpops[__pyx_v_i]).get(), (__pyx_v_pops->pops[0]).get());

    /* "fwdpy/evolve_regions.pyx":251
 *         re_init_mpop(mpv.mpops[i].get(),pops.pops[0].get())
 *         #Step 2: copy the first deme into a second deme
 *         copy_deme(mpv.mpops[i].get(),0,0)             # <<<<<<<<<<<<<<
 *         #Step 2a: make sure all is cool under the hood.
 *         if not mpv.mpops[i].get().sane():
 */
    fwdpy::copy_deme((__pyx_v_mpv->mpops[__pyx_v_i]).get(), 0, 0);

    /* "fwdpy/evolve_regions.pyx":253
 *         copy_deme(mpv.mpops[i].get(),0,0)
 *         #Step 2a: make sure all is cool under the hood.
 *         if not mpv.mpops[i].get().sane():             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.evolve_regions_split: metapopulation data structures out of sync")
 *         #Step 3: make the python list have another shared_ptr to the metapop
 */
    __pyx_t_1 = ((!((__pyx_v_mpv->mpops[__pyx_v_i]).get()->sane() != 0)) != 0);
    if (__pyx_t_1) {

      /* "fwdpy/evolve_regions.pyx":254
 *         #Step 2a: make sure all is cool under the hood.
 *         if not mpv.mpops[i].get().sane():
 *             raise RuntimeError("fwdpy.evolve_regions_split: metapopulation data structures out of sync")             # <<<<<<<<<<<<<<
 *         #Step 3: make the python list have another shared_ptr to the metapop
 *         tt = metapop()
 */
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_Raise(__pyx_t_2, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      {__pyx_filename = __pyx_f[6]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/evolve_regions.pyx":253
 *         copy_deme(mpv.mpops[i].get(),0,0)
 *         #Step 2a: make sure all is cool under the hood.
 *         if not mpv.mpops[i].get().sane():             # <<<<<<<<<<<<<<
 *             raise RuntimeError("fwdpy.evolve_regions_split: metapopulation data structures out of sync")
 *         #Step 3: make the python list have another shared_ptr to the metapop
 */
    }

    /* "fwdpy/evolve_regions.pyx":256
 *             raise RuntimeError("fwdpy.evolve_regions_split: metapopulation data structures out of sync")
 *         #Step 3: make the python list have another shared_ptr to the metapop
 *         tt = metapop()             # <<<<<<<<<<<<<<
 *         tt.mpop = mpv.mpops[i]
 *         mpv.pympops.append(tt)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_5fwdpy_metapop), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_tt, ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "fwdpy/evolve_regions.pyx":257
 *         #Step 3: make the python list have another shared_ptr to the metapop
 *         tt = metapop()
 *         tt.mpop = mpv.mpops[i]             # <<<<<<<<<<<<<<
 *         mpv.pympops.append(tt)
 * 
 */
    __pyx_v_tt->mpop = (__pyx_v_mpv->mpops[__pyx_v_i]);

    /* "fwdpy/evolve_regions.pyx":258
 *         tt = metapop()
 *         tt.mpop = mpv.mpops[i]
 *         mpv.pympops.append(tt)             # <<<<<<<<<<<<<<
 * 
 *     rmgr = region_manager_wrapper()
 */
    __pyx_t_9 = __Pyx_PyObject_Append(__pyx_v_mpv->pympops, ((PyObject *)__pyx_v_tt)); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/evolve_regions.pyx":260
 *         mpv.pympops.append(tt)
 * 
 *     rmgr = region_manager_wrapper()             # <<<<<<<<<<<<<<
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen1 = len(nlist1)
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_rmgr = ((struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":261
 * 
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)             # <<<<<<<<<<<<<<
 *     cdef unsigned listlen1 = len(nlist1)
 *     cdef unsigned listlen2 = len(nlist2)
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_make_region_manager); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  __pyx_t_7 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_10))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_10);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_10);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_10, function);
      __pyx_t_7 = 1;
    }
  }
  __pyx_t_11 = PyTuple_New(4+__pyx_t_7); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_11);
  if (__pyx_t_5) {
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_5); __pyx_t_5 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_rmgr));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_rmgr));
  PyTuple_SET_ITEM(__pyx_t_11, 0+__pyx_t_7, ((PyObject *)__pyx_v_rmgr));
  __Pyx_INCREF(__pyx_v_nregions);
  __Pyx_GIVEREF(__pyx_v_nregions);
  PyTuple_SET_ITEM(__pyx_t_11, 1+__pyx_t_7, __pyx_v_nregions);
  __Pyx_INCREF(__pyx_v_sregions);
  __Pyx_GIVEREF(__pyx_v_sregions);
  PyTuple_SET_ITEM(__pyx_t_11, 2+__pyx_t_7, __pyx_v_sregions);
  __Pyx_INCREF(__pyx_v_recregions);
  __Pyx_GIVEREF(__pyx_v_recregions);
  PyTuple_SET_ITEM(__pyx_t_11, 3+__pyx_t_7, __pyx_v_recregions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_11, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/evolve_regions.pyx":262
 *     rmgr = region_manager_wrapper()
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen1 = len(nlist1)             # <<<<<<<<<<<<<<
 *     cdef unsigned listlen2 = len(nlist2)
 *     with nogil:
 */
  __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_nlist1, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_listlen1 = __pyx_t_7;

  /* "fwdpy/evolve_regions.pyx":263
 *     internal.make_region_manager(rmgr,nregions,sregions,recregions)
 *     cdef unsigned listlen1 = len(nlist1)
 *     cdef unsigned listlen2 = len(nlist2)             # <<<<<<<<<<<<<<
 *     with nogil:
 *         split_and_evolve_t(rng.thisptr,&mpv.mpops,&nlist1[0],listlen1,&nlist2[0],listlen2,mu_neutral,mu_selected,recrate,fs,rmgr.thisptr,fitness)
 */
  __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_nlist2, 1, (PyObject *(*)(char *)) __pyx_memview_get_unsigned_int, (int (*)(char *, PyObject *)) __pyx_memview_set_unsigned_int, 0);; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_listlen2 = __pyx_t_7;

  /* "fwdpy/evolve_regions.pyx":264
 *     cdef unsigned listlen1 = len(nlist1)
 *     cdef unsigned listlen2 = len(nlist2)
 *     with nogil:             # <<<<<<<<<<<<<<
 *         split_and_evolve_t(rng.thisptr,&mpv.mpops,&nlist1[0],listlen1,&nlist2[0],listlen2,mu_neutral,mu_selected,recrate,fs,rmgr.thisptr,fitness)
 *     return mpv
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {

        /* "fwdpy/evolve_regions.pyx":265
 *     cdef unsigned listlen2 = len(nlist2)
 *     with nogil:
 *         split_and_evolve_t(rng.thisptr,&mpv.mpops,&nlist1[0],listlen1,&nlist2[0],listlen2,mu_neutral,mu_selected,recrate,fs,rmgr.thisptr,fitness)             # <<<<<<<<<<<<<<
 *     return mpv
 * 
 */
        __pyx_t_12 = 0;
        if (__pyx_t_12 < 0) __pyx_t_12 += __pyx_v_nlist1.shape[0];
        __pyx_t_13 = 0;
        if (__pyx_t_13 < 0) __pyx_t_13 += __pyx_v_nlist2.shape[0];
        fwdpy::split_and_evolve_t(__pyx_v_rng->thisptr, (&__pyx_v_mpv->mpops), (&(*((unsigned int *) ( /* dim=0 */ (__pyx_v_nlist1.data + __pyx_t_12 * __pyx_v_nlist1.strides[0]) )))), __pyx_v_listlen1, (&(*((unsigned int *) ( /* dim=0 */ (__pyx_v_nlist2.data + __pyx_t_13 * __pyx_v_nlist2.strides[0]) )))), __pyx_v_listlen2, __pyx_v_mu_neutral, __pyx_v_mu_selected, __pyx_v_recrate, __pyx_v_fs, __pyx_v_rmgr->thisptr, __pyx_v_fitness);
      }

      /* "fwdpy/evolve_regions.pyx":264
 *     cdef unsigned listlen1 = len(nlist1)
 *     cdef unsigned listlen2 = len(nlist2)
 *     with nogil:             # <<<<<<<<<<<<<<
 *         split_and_evolve_t(rng.thisptr,&mpv.mpops,&nlist1[0],listlen1,&nlist2[0],listlen2,mu_neutral,mu_selected,recrate,fs,rmgr.thisptr,fitness)
 *     return mpv
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L15;
        }
        __pyx_L15:;
      }
  }

  /* "fwdpy/evolve_regions.pyx":266
 *     with nogil:
 *         split_and_evolve_t(rng.thisptr,&mpv.mpops,&nlist1[0],listlen1,&nlist2[0],listlen2,mu_neutral,mu_selected,recrate,fs,rmgr.thisptr,fitness)
 *     return mpv             # <<<<<<<<<<<<<<
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_mpv));
  __pyx_r = ((PyObject *)__pyx_v_mpv);
  goto __pyx_L0;

  /* "fwdpy/evolve_regions.pyx":197
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_split(GSLrng rng,             # <<<<<<<<<<<<<<
 *                             popvec pops,
 *                             unsigned[:] nlist1,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("fwdpy.fwdpy.evolve_regions_split", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_mpv);
  __Pyx_XDECREF((PyObject *)__pyx_v_tt);
  __Pyx_XDECREF((PyObject *)__pyx_v_rmgr);
  __PYX_XDEC_MEMVIEW(&__pyx_v_nlist1, 1);
  __PYX_XDEC_MEMVIEW(&__pyx_v_nlist2, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":19
 *         * :class:`fwdpy.fwdpy.Sregion`
 *     """
 *     def __init__(self,float beg,float end,float weight,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6Region_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_6Region___init__[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> r = fwdpy.Region(0,1,1)\n        >>> #A more \"biological\" case:\n        >>> #  The region covers positions 1 through 1,000,\n        >>> #  and the per-base pair \"weight\" is 1e-5:\n        >>> r = fwdpy.Region(1,1000,1e-5,True)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_6Region_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6Region_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_6Region___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6Region_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_coupled,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[4] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 5, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 5, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 5, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_coupled = values[4];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.Region.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6Region___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6Region___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":41
 *         >>> r = fwdpy.Region(1,1000,1e-5,True)
 *         """
 *         if math.isinf(beg):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: beg not finite")
 *         if math.isinf(end):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":42
 *         """
 *         if math.isinf(beg):
 *             raise ValueError("fwdpy.Region: beg not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(end):
 *             raise ValueError("fwdpy.Region: end not finite")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":41
 *         >>> r = fwdpy.Region(1,1000,1e-5,True)
 *         """
 *         if math.isinf(beg):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: beg not finite")
 *         if math.isinf(end):
 */
  }

  /* "fwdpy/regions.pyx":43
 *         if math.isinf(beg):
 *             raise ValueError("fwdpy.Region: beg not finite")
 *         if math.isinf(end):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: end not finite")
 *         if math.isinf(weight):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isinf); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":44
 *             raise ValueError("fwdpy.Region: beg not finite")
 *         if math.isinf(end):
 *             raise ValueError("fwdpy.Region: end not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(weight):
 *             raise ValueError("fwdpy.Region: weight not finite")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":43
 *         if math.isinf(beg):
 *             raise ValueError("fwdpy.Region: beg not finite")
 *         if math.isinf(end):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: end not finite")
 *         if math.isinf(weight):
 */
  }

  /* "fwdpy/regions.pyx":45
 *         if math.isinf(end):
 *             raise ValueError("fwdpy.Region: end not finite")
 *         if math.isinf(weight):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: weight not finite")
 *         if math.isnan(beg):
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_isinf); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":46
 *             raise ValueError("fwdpy.Region: end not finite")
 *         if math.isinf(weight):
 *             raise ValueError("fwdpy.Region: weight not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(beg):
 *             raise ValueError("fwdpy.Region: beg not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":45
 *         if math.isinf(end):
 *             raise ValueError("fwdpy.Region: end not finite")
 *         if math.isinf(weight):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: weight not finite")
 *         if math.isnan(beg):
 */
  }

  /* "fwdpy/regions.pyx":47
 *         if math.isinf(weight):
 *             raise ValueError("fwdpy.Region: weight not finite")
 *         if math.isnan(beg):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: beg not a number")
 *         if math.isnan(end):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_isnan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":48
 *             raise ValueError("fwdpy.Region: weight not finite")
 *         if math.isnan(beg):
 *             raise ValueError("fwdpy.Region: beg not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(end):
 *             raise ValueError("fwdpy.Region: end not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":47
 *         if math.isinf(weight):
 *             raise ValueError("fwdpy.Region: weight not finite")
 *         if math.isnan(beg):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: beg not a number")
 *         if math.isnan(end):
 */
  }

  /* "fwdpy/regions.pyx":49
 *         if math.isnan(beg):
 *             raise ValueError("fwdpy.Region: beg not a number")
 *         if math.isnan(end):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: end not a number")
 *         if math.isnan(weight):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isnan); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":50
 *             raise ValueError("fwdpy.Region: beg not a number")
 *         if math.isnan(end):
 *             raise ValueError("fwdpy.Region: end not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(weight):
 *             raise ValueError("fwdpy.Region: weight not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":49
 *         if math.isnan(beg):
 *             raise ValueError("fwdpy.Region: beg not a number")
 *         if math.isnan(end):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: end not a number")
 *         if math.isnan(weight):
 */
  }

  /* "fwdpy/regions.pyx":51
 *         if math.isnan(end):
 *             raise ValueError("fwdpy.Region: end not a number")
 *         if math.isnan(weight):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: weight not a number")
 *         if weight < 0.0:
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isnan); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":52
 *             raise ValueError("fwdpy.Region: end not a number")
 *         if math.isnan(weight):
 *             raise ValueError("fwdpy.Region: weight not a number")             # <<<<<<<<<<<<<<
 *         if weight < 0.0:
 *             raise ValueError("fwdpy.Region: weight < 0.0")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__28, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":51
 *         if math.isnan(end):
 *             raise ValueError("fwdpy.Region: end not a number")
 *         if math.isnan(weight):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: weight not a number")
 *         if weight < 0.0:
 */
  }

  /* "fwdpy/regions.pyx":53
 *         if math.isnan(weight):
 *             raise ValueError("fwdpy.Region: weight not a number")
 *         if weight < 0.0:             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: weight < 0.0")
 *         self.b=float(beg)
 */
  __pyx_t_6 = ((__pyx_v_weight < 0.0) != 0);
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":54
 *             raise ValueError("fwdpy.Region: weight not a number")
 *         if weight < 0.0:
 *             raise ValueError("fwdpy.Region: weight < 0.0")             # <<<<<<<<<<<<<<
 *         self.b=float(beg)
 *         self.e=float(end)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__29, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":53
 *         if math.isnan(weight):
 *             raise ValueError("fwdpy.Region: weight not a number")
 *         if weight < 0.0:             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Region: weight < 0.0")
 *         self.b=float(beg)
 */
  }

  /* "fwdpy/regions.pyx":55
 *         if weight < 0.0:
 *             raise ValueError("fwdpy.Region: weight < 0.0")
 *         self.b=float(beg)             # <<<<<<<<<<<<<<
 *         self.e=float(end)
 *         self.w=float(weight)
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_beg)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_b, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":56
 *             raise ValueError("fwdpy.Region: weight < 0.0")
 *         self.b=float(beg)
 *         self.e=float(end)             # <<<<<<<<<<<<<<
 *         self.w=float(weight)
 *         self.c=coupled
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_end)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_e, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":57
 *         self.b=float(beg)
 *         self.e=float(end)
 *         self.w=float(weight)             # <<<<<<<<<<<<<<
 *         self.c=coupled
 *         if self.c is True:
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_weight)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_w, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":58
 *         self.e=float(end)
 *         self.w=float(weight)
 *         self.c=coupled             # <<<<<<<<<<<<<<
 *         if self.c is True:
 *             self.w = (self.e-self.b)*self.w
 */
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_c, __pyx_v_coupled) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":59
 *         self.w=float(weight)
 *         self.c=coupled
 *         if self.c is True:             # <<<<<<<<<<<<<<
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_c); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = (__pyx_t_1 == Py_True);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_7 = (__pyx_t_6 != 0);
  if (__pyx_t_7) {

    /* "fwdpy/regions.pyx":60
 *         self.c=coupled
 *         if self.c is True:
 *             self.w = (self.e-self.b)*self.w             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         bstr="{:.9f}".format(self.b)
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_e); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_b); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = PyNumber_Subtract(__pyx_t_1, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_w); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = PyNumber_Multiply(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_w, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "fwdpy/regions.pyx":59
 *         self.w=float(weight)
 *         self.c=coupled
 *         if self.c is True:             # <<<<<<<<<<<<<<
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):
 */
  }

  /* "fwdpy/regions.pyx":19
 *         * :class:`fwdpy.fwdpy.Sregion`
 *     """
 *     def __init__(self,float beg,float end,float weight,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.Region.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":61
 *         if self.c is True:
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         bstr="{:.9f}".format(self.b)
 *         estr="{:.9f}".format(self.e)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6Region_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_6Region_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6Region_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6Region_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6Region_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6Region_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_v_bstr = NULL;
  PyObject *__pyx_v_estr = NULL;
  PyObject *__pyx_v_wstr = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":62
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):
 *         bstr="{:.9f}".format(self.b)             # <<<<<<<<<<<<<<
 *         estr="{:.9f}".format(self.e)
 *         wstr="{:.9f}".format(self.w)
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_b); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_bstr = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":63
 *     def __str__(self):
 *         bstr="{:.9f}".format(self.b)
 *         estr="{:.9f}".format(self.e)             # <<<<<<<<<<<<<<
 *         wstr="{:.9f}".format(self.w)
 *         return "beg = " +bstr+ ", end = " + estr+ ", weight = "+wstr
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_e); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_estr = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":64
 *         bstr="{:.9f}".format(self.b)
 *         estr="{:.9f}".format(self.e)
 *         wstr="{:.9f}".format(self.w)             # <<<<<<<<<<<<<<
 *         return "beg = " +bstr+ ", end = " + estr+ ", weight = "+wstr
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_w); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_wstr = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":65
 *         estr="{:.9f}".format(self.e)
 *         wstr="{:.9f}".format(self.w)
 *         return "beg = " +bstr+ ", end = " + estr+ ", weight = "+wstr             # <<<<<<<<<<<<<<
 * 
 * class Sregion(Region):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyNumber_Add(__pyx_kp_s_beg_2, __pyx_v_bstr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_kp_s_end_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_v_estr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_kp_s_weight_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_v_wstr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":61
 *         if self.c is True:
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         bstr="{:.9f}".format(self.b)
 *         estr="{:.9f}".format(self.e)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.Region.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_bstr);
  __Pyx_XDECREF(__pyx_v_estr);
  __Pyx_XDECREF(__pyx_v_wstr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":89
 *        :class:`fwdpy.fwdpy.GaussianS`
 *     """
 *     def __init__(self,float beg,float end,float weight,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7Sregion_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_7Sregion___init__[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #Examples for models where the 3 genotype fitnesses are\n        >>> #1, 1+sh, and 1+2s, respectively\n        >>> recessive = fwdpy.Sregion(0,1,1,0)\n        >>> additive = fwdpy.Sregion(0,1,1,1.0)\n        >>> dominant = fwdpy.Sregion(0,1,1,2.0)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_7Sregion_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7Sregion_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_7Sregion___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7Sregion_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  float __pyx_v_h;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_h,&__pyx_n_s_coupled,0};
    PyObject* values[6] = {0,0,0,0,0,0};
    values[5] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 6, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 6, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 6, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h);
          if (value) { values[4] = value; kw_args--; }
        }
        case  5:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[5] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[4]) {
      __pyx_v_h = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_h == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_h = ((float)((double)1.0));
    }
    __pyx_v_coupled = values[5];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 4, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.Sregion.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7Sregion___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_h, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7Sregion___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_h, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":112
 *         >>> dominant = fwdpy.Sregion(0,1,1,2.0)
 *         """
 *         if math.isinf(h):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Sregion: h not finite")
 *         if math.isnan(h):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":113
 *         """
 *         if math.isinf(h):
 *             raise ValueError("fwdpy.Sregion: h not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(h):
 *             raise ValueError("fwdpy.Segion: h not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__30, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":112
 *         >>> dominant = fwdpy.Sregion(0,1,1,2.0)
 *         """
 *         if math.isinf(h):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Sregion: h not finite")
 *         if math.isnan(h):
 */
  }

  /* "fwdpy/regions.pyx":114
 *         if math.isinf(h):
 *             raise ValueError("fwdpy.Sregion: h not finite")
 *         if math.isnan(h):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Segion: h not a number")
 *         self.h=float(h)
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isnan); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":115
 *             raise ValueError("fwdpy.Sregion: h not finite")
 *         if math.isnan(h):
 *             raise ValueError("fwdpy.Segion: h not a number")             # <<<<<<<<<<<<<<
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__31, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":114
 *         if math.isinf(h):
 *             raise ValueError("fwdpy.Sregion: h not finite")
 *         if math.isnan(h):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.Segion: h not a number")
 *         self.h=float(h)
 */
  }

  /* "fwdpy/regions.pyx":116
 *         if math.isnan(h):
 *             raise ValueError("fwdpy.Segion: h not a number")
 *         self.h=float(h)             # <<<<<<<<<<<<<<
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 *     def __str__(self):
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_h)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_h, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":117
 *             raise ValueError("fwdpy.Segion: h not a number")
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_init); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = NULL;
  __pyx_t_8 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_7)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_7);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_8 = 1;
    }
  }
  __pyx_t_9 = PyTuple_New(4+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  if (__pyx_t_7) {
    __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL;
  }
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_8, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_9, 2+__pyx_t_8, __pyx_t_2);
  __Pyx_INCREF(__pyx_v_coupled);
  __Pyx_GIVEREF(__pyx_v_coupled);
  PyTuple_SET_ITEM(__pyx_t_9, 3+__pyx_t_8, __pyx_v_coupled);
  __pyx_t_5 = 0;
  __pyx_t_3 = 0;
  __pyx_t_2 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":89
 *        :class:`fwdpy.fwdpy.GaussianS`
 *     """
 *     def __init__(self,float beg,float end,float weight,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("fwdpy.fwdpy.Sregion.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":118
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7Sregion_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_7Sregion_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7Sregion_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_7Sregion_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_7Sregion_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_7Sregion_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":119
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 *     def __str__(self):
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()             # <<<<<<<<<<<<<<
 * 
 * class GammaS(Sregion):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_h); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_h_2, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s__32); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_str); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":118
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.Sregion.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":135
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float shape,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6GammaS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_6GammaS___init__[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param mean: the mean selection coefficient\n        :param shape: the shape parameter of the distribution\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> gdist = fwdpy.GammaS(0,1,1,-0.1,0.35)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_6GammaS_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6GammaS_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_6GammaS___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6GammaS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  float __pyx_v_mean;
  float __pyx_v_shape;
  float __pyx_v_h;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_mean,&__pyx_n_s_shape,&__pyx_n_s_h,&__pyx_n_s_coupled,0};
    PyObject* values[8] = {0,0,0,0,0,0,0,0};
    values[7] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mean)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_shape)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h);
          if (value) { values[6] = value; kw_args--; }
        }
        case  7:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[7] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mean = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_mean == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_shape = __pyx_PyFloat_AsFloat(values[5]); if (unlikely((__pyx_v_shape == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[6]) {
      __pyx_v_h = __pyx_PyFloat_AsFloat(values[6]); if (unlikely((__pyx_v_h == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_h = ((float)((double)1.0));
    }
    __pyx_v_coupled = values[7];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.GammaS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6GammaS___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_mean, __pyx_v_shape, __pyx_v_h, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6GammaS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_mean, float __pyx_v_shape, float __pyx_v_h, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":156
 *         >>> gdist = fwdpy.GammaS(0,1,1,-0.1,0.35)
 *         """
 *         if math.isinf(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: mean not finite")
 *         if math.isinf(shape):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_mean); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":157
 *         """
 *         if math.isinf(mean):
 *             raise ValueError("fwdpy.GammaS: mean not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(shape):
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__33, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":156
 *         >>> gdist = fwdpy.GammaS(0,1,1,-0.1,0.35)
 *         """
 *         if math.isinf(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: mean not finite")
 *         if math.isinf(shape):
 */
  }

  /* "fwdpy/regions.pyx":158
 *         if math.isinf(mean):
 *             raise ValueError("fwdpy.GammaS: mean not finite")
 *         if math.isinf(shape):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 *         if math.isnan(mean):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isinf); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_shape); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":159
 *             raise ValueError("fwdpy.GammaS: mean not finite")
 *         if math.isinf(shape):
 *             raise ValueError("fwdpy.GammaS: shape not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__34, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":158
 *         if math.isinf(mean):
 *             raise ValueError("fwdpy.GammaS: mean not finite")
 *         if math.isinf(shape):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 *         if math.isnan(mean):
 */
  }

  /* "fwdpy/regions.pyx":160
 *         if math.isinf(shape):
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 *         if math.isnan(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 *         if math.isnan(shape):
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_isnan); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_mean); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":161
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.GammaS: mean not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(shape):
 *             raise ValueError("fwdpy.GammaS: shape not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__35, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":160
 *         if math.isinf(shape):
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 *         if math.isnan(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 *         if math.isnan(shape):
 */
  }

  /* "fwdpy/regions.pyx":162
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 *         if math.isnan(shape):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: shape not a number")
 *         self.mean=float(mean)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_isnan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_shape); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":163
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 *         if math.isnan(shape):
 *             raise ValueError("fwdpy.GammaS: shape not a number")             # <<<<<<<<<<<<<<
 *         self.mean=float(mean)
 *         self.shape=float(shape)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__36, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":162
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 *         if math.isnan(shape):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GammaS: shape not a number")
 *         self.mean=float(mean)
 */
  }

  /* "fwdpy/regions.pyx":164
 *         if math.isnan(shape):
 *             raise ValueError("fwdpy.GammaS: shape not a number")
 *         self.mean=float(mean)             # <<<<<<<<<<<<<<
 *         self.shape=float(shape)
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_mean)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_mean, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":165
 *             raise ValueError("fwdpy.GammaS: shape not a number")
 *         self.mean=float(mean)
 *         self.shape=float(shape)             # <<<<<<<<<<<<<<
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_shape)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_shape, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":166
 *         self.mean=float(mean)
 *         self.shape=float(shape)
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_GammaS); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_self);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_init); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_7 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = NULL;
  __pyx_t_9 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_9 = 1;
    }
  }
  __pyx_t_10 = PyTuple_New(5+__pyx_t_9); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  if (__pyx_t_8) {
    __Pyx_GIVEREF(__pyx_t_8); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __pyx_t_8 = NULL;
  }
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_9, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_9, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_10, 2+__pyx_t_9, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_10, 3+__pyx_t_9, __pyx_t_7);
  __Pyx_INCREF(__pyx_v_coupled);
  __Pyx_GIVEREF(__pyx_v_coupled);
  PyTuple_SET_ITEM(__pyx_t_10, 4+__pyx_t_9, __pyx_v_coupled);
  __pyx_t_2 = 0;
  __pyx_t_4 = 0;
  __pyx_t_5 = 0;
  __pyx_t_7 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_10, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":135
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float shape,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("fwdpy.fwdpy.GammaS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":167
 *         self.shape=float(shape)
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6GammaS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_6GammaS_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6GammaS_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_6GammaS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_6GammaS_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_6GammaS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":168
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()             # <<<<<<<<<<<<<<
 * 
 * class ConstantS(Sregion):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_mean); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Gamma_DFE_mean, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_shape_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_5, __pyx_kp_s__32); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_GammaS); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_v_self);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_str); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_6))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_6);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_6, function);
    }
  }
  if (__pyx_t_1) {
    __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = PyNumber_Add(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":167
 *         self.shape=float(shape)
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.GammaS.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":183
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float s,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9ConstantS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_9ConstantS___init__[] = "\n        Constructor\n\n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param s: the selection coefficient\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s = -0.1 and h = 0\n        >>> constantS = fwdpy.ConstantS(0,1,1,-0.1,0)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_9ConstantS_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9ConstantS_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_9ConstantS___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9ConstantS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  float __pyx_v_s;
  float __pyx_v_h;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_s,&__pyx_n_s_h,&__pyx_n_s_coupled,0};
    PyObject* values[7] = {0,0,0,0,0,0,0};
    values[6] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_s)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h);
          if (value) { values[5] = value; kw_args--; }
        }
        case  6:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[6] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_s = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_s == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[5]) {
      __pyx_v_h = __pyx_PyFloat_AsFloat(values[5]); if (unlikely((__pyx_v_h == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_h = ((float)((double)1.0));
    }
    __pyx_v_coupled = values[6];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.ConstantS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9ConstantS___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_s, __pyx_v_h, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9ConstantS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_s, float __pyx_v_h, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":204
 *         >>> constantS = fwdpy.ConstantS(0,1,1,-0.1,0)
 *         """
 *         if math.isinf(s):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.ConstantS: s not finite")
 *         if math.isnan(s):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_s); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":205
 *         """
 *         if math.isinf(s):
 *             raise ValueError("fwdpy.ConstantS: s not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(s):
 *             raise ValueError("fwdpy.ConstantS: s not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__37, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":204
 *         >>> constantS = fwdpy.ConstantS(0,1,1,-0.1,0)
 *         """
 *         if math.isinf(s):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.ConstantS: s not finite")
 *         if math.isnan(s):
 */
  }

  /* "fwdpy/regions.pyx":206
 *         if math.isinf(s):
 *             raise ValueError("fwdpy.ConstantS: s not finite")
 *         if math.isnan(s):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.ConstantS: s not a number")
 *         self.s=float(s)
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isnan); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_s); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":207
 *             raise ValueError("fwdpy.ConstantS: s not finite")
 *         if math.isnan(s):
 *             raise ValueError("fwdpy.ConstantS: s not a number")             # <<<<<<<<<<<<<<
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__38, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":206
 *         if math.isinf(s):
 *             raise ValueError("fwdpy.ConstantS: s not finite")
 *         if math.isnan(s):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.ConstantS: s not a number")
 *         self.s=float(s)
 */
  }

  /* "fwdpy/regions.pyx":208
 *         if math.isnan(s):
 *             raise ValueError("fwdpy.ConstantS: s not a number")
 *         self.s=float(s)             # <<<<<<<<<<<<<<
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_s)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_s, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":209
 *             raise ValueError("fwdpy.ConstantS: s not a number")
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_ConstantS); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_init); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = NULL;
  __pyx_t_9 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_9 = 1;
    }
  }
  __pyx_t_10 = PyTuple_New(5+__pyx_t_9); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  if (__pyx_t_8) {
    __Pyx_GIVEREF(__pyx_t_8); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __pyx_t_8 = NULL;
  }
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_9, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_9, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_10, 2+__pyx_t_9, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_10, 3+__pyx_t_9, __pyx_t_7);
  __Pyx_INCREF(__pyx_v_coupled);
  __Pyx_GIVEREF(__pyx_v_coupled);
  PyTuple_SET_ITEM(__pyx_t_10, 4+__pyx_t_9, __pyx_v_coupled);
  __pyx_t_5 = 0;
  __pyx_t_3 = 0;
  __pyx_t_2 = 0;
  __pyx_t_7 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_10, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":183
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float s,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("fwdpy.fwdpy.ConstantS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":210
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9ConstantS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_9ConstantS_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9ConstantS_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9ConstantS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9ConstantS_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9ConstantS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":211
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()             # <<<<<<<<<<<<<<
 * 
 * class UniformS(Sregion):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_s); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Constant_s_DFE_s, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s__32); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_ConstantS); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_str); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":210
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.ConstantS.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":227
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float lo,float hi,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_8UniformS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_8UniformS___init__[] = "\n        Constructor\n    \n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param lo: lower bound on s\n        :param hi: upper bound on s\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s is uniform on [0,-1]\n        >>> constantS = fwdpy.UniformS(0,1,1,0,-1,0)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_8UniformS_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_8UniformS_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_8UniformS___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_8UniformS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  float __pyx_v_lo;
  float __pyx_v_hi;
  float __pyx_v_h;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_lo,&__pyx_n_s_hi,&__pyx_n_s_h,&__pyx_n_s_coupled,0};
    PyObject* values[8] = {0,0,0,0,0,0,0,0};
    values[7] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_lo)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_hi)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  6:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h);
          if (value) { values[6] = value; kw_args--; }
        }
        case  7:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[7] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_lo = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_lo == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_hi = __pyx_PyFloat_AsFloat(values[5]); if (unlikely((__pyx_v_hi == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[6]) {
      __pyx_v_h = __pyx_PyFloat_AsFloat(values[6]); if (unlikely((__pyx_v_h == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_h = ((float)((double)1.0));
    }
    __pyx_v_coupled = values[7];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 6, 8, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.UniformS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_8UniformS___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_lo, __pyx_v_hi, __pyx_v_h, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_8UniformS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_lo, float __pyx_v_hi, float __pyx_v_h, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":249
 *         >>> constantS = fwdpy.UniformS(0,1,1,0,-1,0)
 *         """
 *         if math.isinf(lo):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: lo not finite")
 *         if math.isinf(hi):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_lo); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":250
 *         """
 *         if math.isinf(lo):
 *             raise ValueError("fwdpy.UniformS: lo not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(hi):
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__39, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":249
 *         >>> constantS = fwdpy.UniformS(0,1,1,0,-1,0)
 *         """
 *         if math.isinf(lo):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: lo not finite")
 *         if math.isinf(hi):
 */
  }

  /* "fwdpy/regions.pyx":251
 *         if math.isinf(lo):
 *             raise ValueError("fwdpy.UniformS: lo not finite")
 *         if math.isinf(hi):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 *         if math.isnan(lo):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isinf); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_hi); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":252
 *             raise ValueError("fwdpy.UniformS: lo not finite")
 *         if math.isinf(hi):
 *             raise ValueError("fwdpy.UniformS: hi not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(lo):
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__40, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":251
 *         if math.isinf(lo):
 *             raise ValueError("fwdpy.UniformS: lo not finite")
 *         if math.isinf(hi):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 *         if math.isnan(lo):
 */
  }

  /* "fwdpy/regions.pyx":253
 *         if math.isinf(hi):
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 *         if math.isnan(lo):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 *         if math.isnan(hi):
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_isnan); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_lo); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":254
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 *         if math.isnan(lo):
 *             raise ValueError("fwdpy.UniformS: lo not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(hi):
 *             raise ValueError("fwdpy.UniformS: hi not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__41, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":253
 *         if math.isinf(hi):
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 *         if math.isnan(lo):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 *         if math.isnan(hi):
 */
  }

  /* "fwdpy/regions.pyx":255
 *         if math.isnan(lo):
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 *         if math.isnan(hi):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: hi not a number")
 *         self.lo=float(lo)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_isnan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_hi); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":256
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 *         if math.isnan(hi):
 *             raise ValueError("fwdpy.UniformS: hi not a number")             # <<<<<<<<<<<<<<
 *         self.lo=float(lo)
 *         self.hi=float(hi)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__42, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":255
 *         if math.isnan(lo):
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 *         if math.isnan(hi):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.UniformS: hi not a number")
 *         self.lo=float(lo)
 */
  }

  /* "fwdpy/regions.pyx":257
 *         if math.isnan(hi):
 *             raise ValueError("fwdpy.UniformS: hi not a number")
 *         self.lo=float(lo)             # <<<<<<<<<<<<<<
 *         self.hi=float(hi)
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_lo)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_lo, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":258
 *             raise ValueError("fwdpy.UniformS: hi not a number")
 *         self.lo=float(lo)
 *         self.hi=float(hi)             # <<<<<<<<<<<<<<
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_hi)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_hi, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":259
 *         self.lo=float(lo)
 *         self.hi=float(hi)
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_UniformS); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_self);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_init); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_7 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = NULL;
  __pyx_t_9 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_9 = 1;
    }
  }
  __pyx_t_10 = PyTuple_New(5+__pyx_t_9); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  if (__pyx_t_8) {
    __Pyx_GIVEREF(__pyx_t_8); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __pyx_t_8 = NULL;
  }
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_9, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_9, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_10, 2+__pyx_t_9, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_10, 3+__pyx_t_9, __pyx_t_7);
  __Pyx_INCREF(__pyx_v_coupled);
  __Pyx_GIVEREF(__pyx_v_coupled);
  PyTuple_SET_ITEM(__pyx_t_10, 4+__pyx_t_9, __pyx_v_coupled);
  __pyx_t_2 = 0;
  __pyx_t_4 = 0;
  __pyx_t_5 = 0;
  __pyx_t_7 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_10, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":227
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float lo,float hi,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("fwdpy.fwdpy.UniformS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":260
 *         self.hi=float(hi)
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_8UniformS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_8UniformS_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_8UniformS_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_8UniformS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_8UniformS_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_8UniformS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":261
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()             # <<<<<<<<<<<<<<
 * 
 * class ExpS(Sregion):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_lo); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Uniform_s_DFE_lo, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_hi_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_hi); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_5, __pyx_kp_s__32); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_UniformS); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_v_self);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_str); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_6))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_6);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_6, function);
    }
  }
  if (__pyx_t_1) {
    __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = PyNumber_Add(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":260
 *         self.hi=float(hi)
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.UniformS.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":276
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_4ExpS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_4ExpS___init__[] = "\n        Constructor\n    \n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param mean: the mean selection coefficient\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s is exp(-0.1) and recessive\n        >>> constantS = fwdpy.ExpS(0,1,1,0,-0.1,0)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_4ExpS_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_4ExpS_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_4ExpS___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_4ExpS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  float __pyx_v_mean;
  float __pyx_v_h;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_mean,&__pyx_n_s_h,&__pyx_n_s_coupled,0};
    PyObject* values[7] = {0,0,0,0,0,0,0};
    values[6] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mean)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h);
          if (value) { values[5] = value; kw_args--; }
        }
        case  6:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[6] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_mean = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_mean == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[5]) {
      __pyx_v_h = __pyx_PyFloat_AsFloat(values[5]); if (unlikely((__pyx_v_h == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_h = ((float)((double)1.0));
    }
    __pyx_v_coupled = values[6];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.ExpS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_4ExpS___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_mean, __pyx_v_h, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_4ExpS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_mean, float __pyx_v_h, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":297
 *         >>> constantS = fwdpy.ExpS(0,1,1,0,-0.1,0)
 *         """
 *         if math.isinf(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdp.ExpS: mean not finite")
 *         if math.isnan(mean):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_mean); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":298
 *         """
 *         if math.isinf(mean):
 *             raise ValueError("fwdp.ExpS: mean not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.ExpS: mean not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__43, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":297
 *         >>> constantS = fwdpy.ExpS(0,1,1,0,-0.1,0)
 *         """
 *         if math.isinf(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdp.ExpS: mean not finite")
 *         if math.isnan(mean):
 */
  }

  /* "fwdpy/regions.pyx":299
 *         if math.isinf(mean):
 *             raise ValueError("fwdp.ExpS: mean not finite")
 *         if math.isnan(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.ExpS: mean not a number")
 *         self.mean=float(mean)
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isnan); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_mean); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":300
 *             raise ValueError("fwdp.ExpS: mean not finite")
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.ExpS: mean not a number")             # <<<<<<<<<<<<<<
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__44, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":299
 *         if math.isinf(mean):
 *             raise ValueError("fwdp.ExpS: mean not finite")
 *         if math.isnan(mean):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.ExpS: mean not a number")
 *         self.mean=float(mean)
 */
  }

  /* "fwdpy/regions.pyx":301
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.ExpS: mean not a number")
 *         self.mean=float(mean)             # <<<<<<<<<<<<<<
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_mean)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_mean, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":302
 *             raise ValueError("fwdpy.ExpS: mean not a number")
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_ExpS); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_init); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = NULL;
  __pyx_t_9 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_9 = 1;
    }
  }
  __pyx_t_10 = PyTuple_New(5+__pyx_t_9); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  if (__pyx_t_8) {
    __Pyx_GIVEREF(__pyx_t_8); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __pyx_t_8 = NULL;
  }
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_9, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_9, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_10, 2+__pyx_t_9, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_10, 3+__pyx_t_9, __pyx_t_7);
  __Pyx_INCREF(__pyx_v_coupled);
  __Pyx_GIVEREF(__pyx_v_coupled);
  PyTuple_SET_ITEM(__pyx_t_10, 4+__pyx_t_9, __pyx_v_coupled);
  __pyx_t_5 = 0;
  __pyx_t_3 = 0;
  __pyx_t_2 = 0;
  __pyx_t_7 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_10, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":276
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("fwdpy.fwdpy.ExpS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":303
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_4ExpS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_4ExpS_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_4ExpS_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_4ExpS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_4ExpS_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_4ExpS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":304
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()             # <<<<<<<<<<<<<<
 * 
 * class GaussianS(Sregion):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_mean); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Exponential_DFE_mean, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s__32); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_ExpS); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_str); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":303
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.ExpS.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":321
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float sd,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9GaussianS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_9GaussianS___init__[] = "\n        Constructor\n    \n        :param beg: the beginning of the region\n        :param end: the end of the region\n        :param weight: the weight to assign\n        :param mean: the mean selection coefficient\n        :param h: the dominance\n        :param coupled: if True, the weight is converted to (end-beg)*weight\n\n        When coupled is True, the \"weight\" may be interpreted as a \"per base pair\"\n        (or per unit, generally speaking) term.\n\n        Example:\n\n        >>> #A simple case\n        >>> import fwdpy\n        >>> #s N(0,0.1) and co-dominant\n        >>> constantS = fwdpy.GaussianS(0,1,1,0,0.1,1)\n        ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_9GaussianS_1__init__ = {"__init__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9GaussianS_1__init__, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_9GaussianS___init__};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9GaussianS_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_self = 0;
  float __pyx_v_beg;
  float __pyx_v_end;
  float __pyx_v_weight;
  float __pyx_v_sd;
  float __pyx_v_h;
  PyObject *__pyx_v_coupled = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_self,&__pyx_n_s_beg,&__pyx_n_s_end,&__pyx_n_s_weight,&__pyx_n_s_sd,&__pyx_n_s_h,&__pyx_n_s_coupled,0};
    PyObject* values[7] = {0,0,0,0,0,0,0};
    values[6] = ((PyObject *)((PyObject *)Py_True));
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_self)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_beg)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_weight)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sd)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h);
          if (value) { values[5] = value; kw_args--; }
        }
        case  6:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coupled);
          if (value) { values[6] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_self = values[0];
    __pyx_v_beg = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_beg == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_end == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_weight = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_weight == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_sd = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_sd == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[5]) {
      __pyx_v_h = __pyx_PyFloat_AsFloat(values[5]); if (unlikely((__pyx_v_h == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_h = ((float)((double)1.0));
    }
    __pyx_v_coupled = values[6];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.GaussianS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9GaussianS___init__(__pyx_self, __pyx_v_self, __pyx_v_beg, __pyx_v_end, __pyx_v_weight, __pyx_v_sd, __pyx_v_h, __pyx_v_coupled);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9GaussianS___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, float __pyx_v_beg, float __pyx_v_end, float __pyx_v_weight, float __pyx_v_sd, float __pyx_v_h, PyObject *__pyx_v_coupled) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "fwdpy/regions.pyx":342
 *         >>> constantS = fwdpy.GaussianS(0,1,1,0,0.1,1)
 *         """
 *         if math.isinf(sd):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GaussianS: sd not finite")
 *         if math.isnan(sd):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isinf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_sd); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":343
 *         """
 *         if math.isinf(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not a number")
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__45, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":342
 *         >>> constantS = fwdpy.GaussianS(0,1,1,0,0.1,1)
 *         """
 *         if math.isinf(sd):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GaussianS: sd not finite")
 *         if math.isnan(sd):
 */
  }

  /* "fwdpy/regions.pyx":344
 *         if math.isinf(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not finite")
 *         if math.isnan(sd):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GaussianS: sd not a number")
 *         self.sd=float(sd)
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_math); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isnan); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_sd); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "fwdpy/regions.pyx":345
 *             raise ValueError("fwdpy.GaussianS: sd not finite")
 *         if math.isnan(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not a number")             # <<<<<<<<<<<<<<
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__46, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/regions.pyx":344
 *         if math.isinf(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not finite")
 *         if math.isnan(sd):             # <<<<<<<<<<<<<<
 *             raise ValueError("fwdpy.GaussianS: sd not a number")
 *         self.sd=float(sd)
 */
  }

  /* "fwdpy/regions.pyx":346
 *         if math.isnan(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not a number")
 *         self.sd=float(sd)             # <<<<<<<<<<<<<<
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 */
  __pyx_t_1 = PyFloat_FromDouble(((double)__pyx_v_sd)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(__pyx_v_self, __pyx_n_s_sd, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":347
 *             raise ValueError("fwdpy.GaussianS: sd not a number")
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)             # <<<<<<<<<<<<<<
 *     def __str__(self):
 *         return "Gaussian DFE, s.d. = "+"{:.9f}".format(self.sd)+", "+super(GaussianS,self).__str__()
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_GaussianS); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_init); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyFloat_FromDouble(__pyx_v_beg); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_end); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_weight); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = PyFloat_FromDouble(__pyx_v_h); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = NULL;
  __pyx_t_9 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_9 = 1;
    }
  }
  __pyx_t_10 = PyTuple_New(5+__pyx_t_9); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  if (__pyx_t_8) {
    __Pyx_GIVEREF(__pyx_t_8); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __pyx_t_8 = NULL;
  }
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_9, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_9, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_10, 2+__pyx_t_9, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_10, 3+__pyx_t_9, __pyx_t_7);
  __Pyx_INCREF(__pyx_v_coupled);
  __Pyx_GIVEREF(__pyx_v_coupled);
  PyTuple_SET_ITEM(__pyx_t_10, 4+__pyx_t_9, __pyx_v_coupled);
  __pyx_t_5 = 0;
  __pyx_t_3 = 0;
  __pyx_t_2 = 0;
  __pyx_t_7 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_10, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":321
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float sd,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("fwdpy.fwdpy.GaussianS.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/regions.pyx":348
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gaussian DFE, s.d. = "+"{:.9f}".format(self.sd)+", "+super(GaussianS,self).__str__()
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9GaussianS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_9GaussianS_3__str__ = {"__str__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9GaussianS_3__str__, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_9GaussianS_3__str__(PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_9GaussianS_2__str__(__pyx_self, ((PyObject *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_9GaussianS_2__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "fwdpy/regions.pyx":349
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):
 *         return "Gaussian DFE, s.d. = "+"{:.9f}".format(self.sd)+", "+super(GaussianS,self).__str__()             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_9f, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self, __pyx_n_s_sd); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Gaussian_DFE_s_d, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s__32); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_GaussianS); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
  __Pyx_INCREF(__pyx_v_self);
  __Pyx_GIVEREF(__pyx_v_self);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_self);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_super, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_str); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "fwdpy/regions.pyx":348
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gaussian DFE, s.d. = "+"{:.9f}".format(self.sd)+", "+super(GaussianS,self).__str__()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.GaussianS.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/slim.pyx":6
 * #Implementation details found in internal/slim.pyx
 * 
 * def readslim(const char * filename):             # <<<<<<<<<<<<<<
 *     """
 *     Process a "SLiM" input file.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_31readslim(PyObject *__pyx_self, PyObject *__pyx_arg_filename); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_30readslim[] = "\n    Process a \"SLiM\" input file.\n\n    This function parses the input files for Phillip Messer's \"SLiM\" software (http://messerlab.org/software/).\n\n    Thus function only parses the following blocks in a file:\n    1. MUTATION RATE\n    2. MUTATION TYPES\n    3. RECOMBINATION RATE\n    4. GENOMIC ELEMENTS\n    5. CHROMOSOME ORGANIZATION\n\n    :param filename: An input file for the SLiM simulation software\n\n    :return: A dict containing the following data members:\n\n    'nregions' A list of type :class:`fwdpy.fwdpy.Region`.  This list represents regions where neutral muations occur.\n    \n    'sregions' A list of types inheriting from :class:`fwdpy.fwdpy.Sregion`.  This list represents regions where mutations affecting fitness occur.\n    \n    'recregion' A list of type :class:'fwdpy.fwdpy.Region` representing recombination rate variation\n    \n    'mu_neutral' is the total mutation rate to neutral variants (per gamete, per generation).\n    \n    'mu_selected' is the total mutation rate to selected variants (per gamete, per generation).\n    \n    'recrate' is the total recombination rate (per diploid, per generation).\n    \n    :rtype: A dictionary containing the parsing results.\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_31readslim = {"readslim", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_31readslim, METH_O, __pyx_doc_5fwdpy_5fwdpy_30readslim};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_31readslim(PyObject *__pyx_self, PyObject *__pyx_arg_filename) {
  char const *__pyx_v_filename;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("readslim (wrapper)", 0);
  assert(__pyx_arg_filename); {
    __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.readslim", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_30readslim(__pyx_self, ((char const *)__pyx_v_filename));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_30readslim(CYTHON_UNUSED PyObject *__pyx_self, char const *__pyx_v_filename) {
  PyObject *__pyx_v_f = NULL;
  PyObject *__pyx_v_lines = NULL;
  PyObject *__pyx_v_mtypes = NULL;
  PyObject *__pyx_v_recdata = NULL;
  PyObject *__pyx_v_gtypes = NULL;
  PyObject *__pyx_v_mutrate = NULL;
  PyObject *__pyx_v_org = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  PyObject *(*__pyx_t_9)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("readslim", 0);

  /* "fwdpy/slim.pyx":37
 *     :rtype: A dictionary containing the parsing results.
 *     """
 *     if not os.path.isfile(filename):             # <<<<<<<<<<<<<<
 *         raise IOError("fwdpy.readslim: "+filename+" does not appear to be a regular file")
 *     f = open(filename,'r')
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_os); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_path); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_isfile); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_7 = ((!__pyx_t_6) != 0);
  if (__pyx_t_7) {

    /* "fwdpy/slim.pyx":38
 *     """
 *     if not os.path.isfile(filename):
 *         raise IOError("fwdpy.readslim: "+filename+" does not appear to be a regular file")             # <<<<<<<<<<<<<<
 *     f = open(filename,'r')
 *     lines = f.read().splitlines()
 */
    __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = PyNumber_Add(__pyx_kp_s_fwdpy_readslim, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_does_not_appear_to_be_a_regular); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
    __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_IOError, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/slim.pyx":37
 *     :rtype: A dictionary containing the parsing results.
 *     """
 *     if not os.path.isfile(filename):             # <<<<<<<<<<<<<<
 *         raise IOError("fwdpy.readslim: "+filename+" does not appear to be a regular file")
 *     f = open(filename,'r')
 */
  }

  /* "fwdpy/slim.pyx":39
 *     if not os.path.isfile(filename):
 *         raise IOError("fwdpy.readslim: "+filename+" does not appear to be a regular file")
 *     f = open(filename,'r')             # <<<<<<<<<<<<<<
 *     lines = f.read().splitlines()
 *     ##Remove all leading and trailing whitespace, just in case the user added some in
 */
  __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_r);
  __Pyx_GIVEREF(__pyx_n_s_r);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_n_s_r);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_open, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_f = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":40
 *         raise IOError("fwdpy.readslim: "+filename+" does not appear to be a regular file")
 *     f = open(filename,'r')
 *     lines = f.read().splitlines()             # <<<<<<<<<<<<<<
 *     ##Remove all leading and trailing whitespace, just in case the user added some in
 *     lines = [i.strip() for i in lines]
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s_read); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (__pyx_t_3) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_splitlines); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_lines = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":42
 *     lines = f.read().splitlines()
 *     ##Remove all leading and trailing whitespace, just in case the user added some in
 *     lines = [i.strip() for i in lines]             # <<<<<<<<<<<<<<
 *     f.close()
 *     ##First character must be a hash
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (likely(PyList_CheckExact(__pyx_v_lines)) || PyTuple_CheckExact(__pyx_v_lines)) {
    __pyx_t_5 = __pyx_v_lines; __Pyx_INCREF(__pyx_t_5); __pyx_t_8 = 0;
    __pyx_t_9 = NULL;
  } else {
    __pyx_t_8 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_v_lines); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_9 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_9)) {
      if (likely(PyList_CheckExact(__pyx_t_5))) {
        if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_5)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_2 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_5, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      } else {
        if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_5, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      }
    } else {
      __pyx_t_2 = __pyx_t_9(__pyx_t_5);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_i, __pyx_n_s_strip); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (__pyx_t_4) {
      __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    } else {
      __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF_SET(__pyx_v_lines, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":43
 *     ##Remove all leading and trailing whitespace, just in case the user added some in
 *     lines = [i.strip() for i in lines]
 *     f.close()             # <<<<<<<<<<<<<<
 *     ##First character must be a hash
 *     if not lines[0][0] == '#':
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s_close); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":45
 *     f.close()
 *     ##First character must be a hash
 *     if not lines[0][0] == '#':             # <<<<<<<<<<<<<<
 *         raise RuntimeError(filename+" does not appear to be a slim input file. The first line is "+lines[0])
 * 
 */
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_lines, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_7 = (__Pyx_PyString_Equals(__pyx_t_5, __pyx_kp_s__47, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = ((!__pyx_t_7) != 0);
  if (__pyx_t_6) {

    /* "fwdpy/slim.pyx":46
 *     ##First character must be a hash
 *     if not lines[0][0] == '#':
 *         raise RuntimeError(filename+" does not appear to be a slim input file. The first line is "+lines[0])             # <<<<<<<<<<<<<<
 * 
 *     mtypes = internal.parse_slim_muttypes(lines)
 */
    __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = PyNumber_Add(__pyx_t_5, __pyx_kp_s_does_not_appear_to_be_a_slim_in); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_GetItemInt(__pyx_v_lines, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/slim.pyx":45
 *     f.close()
 *     ##First character must be a hash
 *     if not lines[0][0] == '#':             # <<<<<<<<<<<<<<
 *         raise RuntimeError(filename+" does not appear to be a slim input file. The first line is "+lines[0])
 * 
 */
  }

  /* "fwdpy/slim.pyx":48
 *         raise RuntimeError(filename+" does not appear to be a slim input file. The first line is "+lines[0])
 * 
 *     mtypes = internal.parse_slim_muttypes(lines)             # <<<<<<<<<<<<<<
 *     recdata = internal.parse_slim_recrates(lines)
 *     gtypes = internal.parse_slim_elements(lines)
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_parse_slim_muttypes); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_lines); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_INCREF(__pyx_v_lines);
    __Pyx_GIVEREF(__pyx_v_lines);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_lines);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_mtypes = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "fwdpy/slim.pyx":49
 * 
 *     mtypes = internal.parse_slim_muttypes(lines)
 *     recdata = internal.parse_slim_recrates(lines)             # <<<<<<<<<<<<<<
 *     gtypes = internal.parse_slim_elements(lines)
 *     mutrate = internal.parse_slim_mutrate(lines)
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_parse_slim_recrates); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_1) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_lines); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); __pyx_t_1 = NULL;
    __Pyx_INCREF(__pyx_v_lines);
    __Pyx_GIVEREF(__pyx_v_lines);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_lines);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_recdata = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "fwdpy/slim.pyx":50
 *     mtypes = internal.parse_slim_muttypes(lines)
 *     recdata = internal.parse_slim_recrates(lines)
 *     gtypes = internal.parse_slim_elements(lines)             # <<<<<<<<<<<<<<
 *     mutrate = internal.parse_slim_mutrate(lines)
 *     org = internal.parse_slim_organization(lines,mtypes,gtypes,mutrate)
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_parse_slim_elements); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_lines); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_lines);
    __Pyx_GIVEREF(__pyx_v_lines);
    PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_v_lines);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_gtypes = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "fwdpy/slim.pyx":51
 *     recdata = internal.parse_slim_recrates(lines)
 *     gtypes = internal.parse_slim_elements(lines)
 *     mutrate = internal.parse_slim_mutrate(lines)             # <<<<<<<<<<<<<<
 *     org = internal.parse_slim_organization(lines,mtypes,gtypes,mutrate)
 * 
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_parse_slim_mutrate); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_lines); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_INCREF(__pyx_v_lines);
    __Pyx_GIVEREF(__pyx_v_lines);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_lines);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_mutrate = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "fwdpy/slim.pyx":52
 *     gtypes = internal.parse_slim_elements(lines)
 *     mutrate = internal.parse_slim_mutrate(lines)
 *     org = internal.parse_slim_organization(lines,mtypes,gtypes,mutrate)             # <<<<<<<<<<<<<<
 * 
 *     return {'nregions':org['nregions'],
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_internal); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_parse_slim_organization); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  __pyx_t_8 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_8 = 1;
    }
  }
  __pyx_t_5 = PyTuple_New(4+__pyx_t_8); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (__pyx_t_1) {
    __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); __pyx_t_1 = NULL;
  }
  __Pyx_INCREF(__pyx_v_lines);
  __Pyx_GIVEREF(__pyx_v_lines);
  PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_8, __pyx_v_lines);
  __Pyx_INCREF(__pyx_v_mtypes);
  __Pyx_GIVEREF(__pyx_v_mtypes);
  PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_8, __pyx_v_mtypes);
  __Pyx_INCREF(__pyx_v_gtypes);
  __Pyx_GIVEREF(__pyx_v_gtypes);
  PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_8, __pyx_v_gtypes);
  __Pyx_INCREF(__pyx_v_mutrate);
  __Pyx_GIVEREF(__pyx_v_mutrate);
  PyTuple_SET_ITEM(__pyx_t_5, 3+__pyx_t_8, __pyx_v_mutrate);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_org = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "fwdpy/slim.pyx":54
 *     org = internal.parse_slim_organization(lines,mtypes,gtypes,mutrate)
 * 
 *     return {'nregions':org['nregions'],             # <<<<<<<<<<<<<<
 *             'sregions':org['sregions'],
 *             'mu_neutral':org['mu_neutral'],
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyObject_GetItem(__pyx_v_org, __pyx_n_s_nregions); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_nregions, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/slim.pyx":55
 * 
 *     return {'nregions':org['nregions'],
 *             'sregions':org['sregions'],             # <<<<<<<<<<<<<<
 *             'mu_neutral':org['mu_neutral'],
 *             'mu_selected':org['mu_selected'],
 */
  __pyx_t_3 = PyObject_GetItem(__pyx_v_org, __pyx_n_s_sregions); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_sregions, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/slim.pyx":56
 *     return {'nregions':org['nregions'],
 *             'sregions':org['sregions'],
 *             'mu_neutral':org['mu_neutral'],             # <<<<<<<<<<<<<<
 *             'mu_selected':org['mu_selected'],
 *             'recregions':recdata['recregions'],
 */
  __pyx_t_3 = PyObject_GetItem(__pyx_v_org, __pyx_n_s_mu_neutral); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_mu_neutral, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/slim.pyx":57
 *             'sregions':org['sregions'],
 *             'mu_neutral':org['mu_neutral'],
 *             'mu_selected':org['mu_selected'],             # <<<<<<<<<<<<<<
 *             'recregions':recdata['recregions'],
 *             'recrate':recdata['recrate'],
 */
  __pyx_t_3 = PyObject_GetItem(__pyx_v_org, __pyx_n_s_mu_selected); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_mu_selected, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/slim.pyx":58
 *             'mu_neutral':org['mu_neutral'],
 *             'mu_selected':org['mu_selected'],
 *             'recregions':recdata['recregions'],             # <<<<<<<<<<<<<<
 *             'recrate':recdata['recrate'],
 *             }
 */
  __pyx_t_3 = PyObject_GetItem(__pyx_v_recdata, __pyx_n_s_recregions); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_recregions, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/slim.pyx":59
 *             'mu_selected':org['mu_selected'],
 *             'recregions':recdata['recregions'],
 *             'recrate':recdata['recrate'],             # <<<<<<<<<<<<<<
 *             }
 * 
 */
  __pyx_t_3 = PyObject_GetItem(__pyx_v_recdata, __pyx_n_s_recrate); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_recrate, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/slim.pyx":6
 * #Implementation details found in internal/slim.pyx
 * 
 * def readslim(const char * filename):             # <<<<<<<<<<<<<<
 *     """
 *     Process a "SLiM" input file.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.readslim", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_f);
  __Pyx_XDECREF(__pyx_v_lines);
  __Pyx_XDECREF(__pyx_v_mtypes);
  __Pyx_XDECREF(__pyx_v_recdata);
  __Pyx_XDECREF(__pyx_v_gtypes);
  __Pyx_XDECREF(__pyx_v_mutrate);
  __Pyx_XDECREF(__pyx_v_org);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/trajectories.pyx":1
 * def trajectories( singlepop pop, int minsojourn = 0, double minfreq = 0.):             # <<<<<<<<<<<<<<
 *     """
 *     Get the frequency trajectories of (non-neutral) mutations.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_33trajectories(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_32trajectories[] = "\n    Get the frequency trajectories of (non-neutral) mutations.\n\n    :param pop: A :class:`fwdpy.fwdpy.singlepop` simulated using :func:`fwdpy.fwdpy.evolve_regions` and/or :func:`fwdpy.fwdpy.evolve_regions_more`\n    :param minsojounrn: Exclude all mutations that did not exist in the population for :math:`\\geq\\ \\mathrm{minsojourn}` generations\n    :param minfreq: Exclude all mutations that did not read a minimum frequency of :math:`\\geq\\ \\mathrm{minfreq}`\n\n    :return: A pandas.DataFrame\n\n    :rtype: pandas.DataFrame\n\n    Example:\n\n    >>> #Same example as fwdpy.evolve_regions\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions,track=True)\n    >>> traj = [fwdpy.trajectories(i) for i in pops]\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_33trajectories = {"trajectories", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_33trajectories, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_32trajectories};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_33trajectories(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pop = 0;
  int __pyx_v_minsojourn;
  double __pyx_v_minfreq;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("trajectories (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_pop,&__pyx_n_s_minsojourn,&__pyx_n_s_minfreq,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pop)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_minsojourn);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_minfreq);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "trajectories") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_pop = ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)values[0]);
    if (values[1]) {
      __pyx_v_minsojourn = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_minsojourn == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_minsojourn = ((int)0);
    }
    if (values[2]) {
      __pyx_v_minfreq = __pyx_PyFloat_AsDouble(values[2]); if (unlikely((__pyx_v_minfreq == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_minfreq = ((double)0.);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("trajectories", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.trajectories", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop, 1, "pop", 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_32trajectories(__pyx_self, __pyx_v_pop, __pyx_v_minsojourn, __pyx_v_minfreq);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_32trajectories(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_pop, int __pyx_v_minsojourn, double __pyx_v_minfreq) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("trajectories", 0);

  /* "fwdpy/trajectories.pyx":27
 *     >>> traj = [fwdpy.trajectories(i) for i in pops]
 *     """
 *     return pandas.DataFrame.from_dict(get_singlepop_traj(pop.pop.get(),minsojourn,minfreq))             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_pandas); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_from_dict); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___(fwdpy::get_singlepop_traj(__pyx_v_pop->pop.get(), __pyx_v_minsojourn, __pyx_v_minfreq)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/trajectories.pyx":1
 * def trajectories( singlepop pop, int minsojourn = 0, double minfreq = 0.):             # <<<<<<<<<<<<<<
 *     """
 *     Get the frequency trajectories of (non-neutral) mutations.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.trajectories", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/copy.pyx":3
 * import fwdpyio as fpio
 * 
 * def copypop(poptype pop):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_35copypop(PyObject *__pyx_self, PyObject *__pyx_v_pop); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_34copypop[] = "\n    Copy a population\n\n    :param pop: the population to copy.\n\n    :rtype: A :class:`fwdpy.fwdpy.poptype` of the same (derived) type as pop\n\n    .. note:: The function is implemented in terms of the serialization routines in the fwdpy.fwdpyio module.  The return value can be evolved and not affect the input value.\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_35copypop = {"copypop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_35copypop, METH_O, __pyx_doc_5fwdpy_5fwdpy_34copypop};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_35copypop(PyObject *__pyx_self, PyObject *__pyx_v_pop) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copypop (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_poptype, 1, "pop", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_34copypop(__pyx_self, ((struct __pyx_obj_5fwdpy_5fwdpy_poptype *)__pyx_v_pop));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_34copypop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_poptype *__pyx_v_pop) {
  PyObject *__pyx_v_s = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copypop", 0);

  /* "fwdpy/copy.pyx":13
 *     .. note:: The function is implemented in terms of the serialization routines in the fwdpy.fwdpyio module.  The return value can be evolved and not affect the input value.
 *     """
 *     s = fpio.serialize(pop)             # <<<<<<<<<<<<<<
 *     if isinstance(pop,singlepop):
 *         return fpio.deserialize_singlepops(list(s))
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_fpio); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_serialize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_pop)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_pop));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_pop));
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_pop));
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_s = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/copy.pyx":14
 *     """
 *     s = fpio.serialize(pop)
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_singlepops(list(s))
 *     elif isinstance(pop,metapop):
 */
  __pyx_t_5 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_6 = (__pyx_t_5 != 0);
  if (__pyx_t_6) {

    /* "fwdpy/copy.pyx":15
 *     s = fpio.serialize(pop)
 *     if isinstance(pop,singlepop):
 *         return fpio.deserialize_singlepops(list(s))             # <<<<<<<<<<<<<<
 *     elif isinstance(pop,metapop):
 *         return fpio.deserialize_metapops(list(s))
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_fpio); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_deserialize_singlepops); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PySequence_List(__pyx_v_s); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_2) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2); __pyx_t_2 = NULL;
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "fwdpy/copy.pyx":14
 *     """
 *     s = fpio.serialize(pop)
 *     if isinstance(pop,singlepop):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_singlepops(list(s))
 *     elif isinstance(pop,metapop):
 */
  }

  /* "fwdpy/copy.pyx":16
 *     if isinstance(pop,singlepop):
 *         return fpio.deserialize_singlepops(list(s))
 *     elif isinstance(pop,metapop):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_metapops(list(s))
 *     else:
 */
  __pyx_t_6 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pop), __pyx_ptype_5fwdpy_5fwdpy_metapop); 
  __pyx_t_5 = (__pyx_t_6 != 0);
  if (__pyx_t_5) {

    /* "fwdpy/copy.pyx":17
 *         return fpio.deserialize_singlepops(list(s))
 *     elif isinstance(pop,metapop):
 *         return fpio.deserialize_metapops(list(s))             # <<<<<<<<<<<<<<
 *     else:
 *         raise RuntimeError("fwdpy.copypop: poptype "+str(type(pop))+" is not supported")
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_fpio); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_deserialize_metapops); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PySequence_List(__pyx_v_s); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
      }
    }
    if (!__pyx_t_3) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); __pyx_t_3 = NULL;
      __Pyx_GIVEREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "fwdpy/copy.pyx":16
 *     if isinstance(pop,singlepop):
 *         return fpio.deserialize_singlepops(list(s))
 *     elif isinstance(pop,metapop):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_metapops(list(s))
 *     else:
 */
  }

  /* "fwdpy/copy.pyx":19
 *         return fpio.deserialize_metapops(list(s))
 *     else:
 *         raise RuntimeError("fwdpy.copypop: poptype "+str(type(pop))+" is not supported")             # <<<<<<<<<<<<<<
 * 
 * def copypops(popcont pops):
 */
  /*else*/ {
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_pop))));
    __Pyx_GIVEREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_pop))));
    PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)Py_TYPE(((PyObject *)__pyx_v_pop))));
    __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyNumber_Add(__pyx_kp_s_fwdpy_copypop_poptype, __pyx_t_7); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = PyNumber_Add(__pyx_t_1, __pyx_kp_s_is_not_supported); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_Raise(__pyx_t_7, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    {__pyx_filename = __pyx_f[8]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/copy.pyx":3
 * import fwdpyio as fpio
 * 
 * def copypop(poptype pop):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("fwdpy.fwdpy.copypop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/copy.pyx":21
 *         raise RuntimeError("fwdpy.copypop: poptype "+str(type(pop))+" is not supported")
 * 
 * def copypops(popcont pops):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_37copypops(PyObject *__pyx_self, PyObject *__pyx_v_pops); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_36copypops[] = "\n    Copy a population\n\n    :param pops: the list of population to copy.\n\n    :rtype: A :class:`fwdpy.fwdpy.popvec` of the same (derived) type as pop\n\n    .. note:: The function is implemented in terms of the serialization routines in the fwdpy.fwdpyio module.  The return value can be evolved and not affect the input value.\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_37copypops = {"copypops", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_37copypops, METH_O, __pyx_doc_5fwdpy_5fwdpy_36copypops};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_37copypops(PyObject *__pyx_self, PyObject *__pyx_v_pops) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copypops (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_pops), __pyx_ptype_5fwdpy_5fwdpy_popcont, 1, "pops", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_36copypops(__pyx_self, ((struct __pyx_obj_5fwdpy_5fwdpy_popcont *)__pyx_v_pops));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_36copypops(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popcont *__pyx_v_pops) {
  PyObject *__pyx_v_s = NULL;
  PyObject *__pyx_v_pop = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *(*__pyx_t_4)(PyObject *);
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copypops", 0);

  /* "fwdpy/copy.pyx":31
 *     .. note:: The function is implemented in terms of the serialization routines in the fwdpy.fwdpyio module.  The return value can be evolved and not affect the input value.
 *     """
 *     s = [fpio.serialize(pop) for pop in pops]             # <<<<<<<<<<<<<<
 *     if isinstance(pops,popvec):
 *         return fpio.deserialize_singlepops(s)
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (likely(PyList_CheckExact(((PyObject *)__pyx_v_pops))) || PyTuple_CheckExact(((PyObject *)__pyx_v_pops))) {
    __pyx_t_2 = ((PyObject *)__pyx_v_pops); __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
  } else {
    __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(((PyObject *)__pyx_v_pops)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_4)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      } else {
        if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      }
    } else {
      __pyx_t_5 = __pyx_t_4(__pyx_t_2);
      if (unlikely(!__pyx_t_5)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_5);
    }
    __Pyx_XDECREF_SET(__pyx_v_pop, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_fpio); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_serialize); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_v_pop); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_8 = PyTuple_New(1+1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_INCREF(__pyx_v_pop);
      __Pyx_GIVEREF(__pyx_v_pop);
      PyTuple_SET_ITEM(__pyx_t_8, 0+1, __pyx_v_pop);
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_8, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/copy.pyx":32
 *     """
 *     s = [fpio.serialize(pop) for pop in pops]
 *     if isinstance(pops,popvec):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_singlepops(s)
 *     elif isinstance(pops,mpopvec):
 */
  __pyx_t_9 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pops), __pyx_ptype_5fwdpy_5fwdpy_popvec); 
  __pyx_t_10 = (__pyx_t_9 != 0);
  if (__pyx_t_10) {

    /* "fwdpy/copy.pyx":33
 *     s = [fpio.serialize(pop) for pop in pops]
 *     if isinstance(pops,popvec):
 *         return fpio.deserialize_singlepops(s)             # <<<<<<<<<<<<<<
 *     elif isinstance(pops,mpopvec):
 *         return fpio.deserialize_metapops(s)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_fpio); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_deserialize_singlepops); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    if (!__pyx_t_2) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_s); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2); __pyx_t_2 = NULL;
      __Pyx_INCREF(__pyx_v_s);
      __Pyx_GIVEREF(__pyx_v_s);
      PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_s);
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "fwdpy/copy.pyx":32
 *     """
 *     s = [fpio.serialize(pop) for pop in pops]
 *     if isinstance(pops,popvec):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_singlepops(s)
 *     elif isinstance(pops,mpopvec):
 */
  }

  /* "fwdpy/copy.pyx":34
 *     if isinstance(pops,popvec):
 *         return fpio.deserialize_singlepops(s)
 *     elif isinstance(pops,mpopvec):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_metapops(s)
 *     else:
 */
  __pyx_t_10 = __Pyx_TypeCheck(((PyObject *)__pyx_v_pops), __pyx_ptype_5fwdpy_5fwdpy_mpopvec); 
  __pyx_t_9 = (__pyx_t_10 != 0);
  if (__pyx_t_9) {

    /* "fwdpy/copy.pyx":35
 *         return fpio.deserialize_singlepops(s)
 *     elif isinstance(pops,mpopvec):
 *         return fpio.deserialize_metapops(s)             # <<<<<<<<<<<<<<
 *     else:
 *         raise RuntimeError("fwdpy.copypopvec: popvec type "+str(type(pops))+" is not supported")
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_fpio); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_deserialize_metapops); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_v_s); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(__pyx_v_s);
      __Pyx_GIVEREF(__pyx_v_s);
      PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_v_s);
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "fwdpy/copy.pyx":34
 *     if isinstance(pops,popvec):
 *         return fpio.deserialize_singlepops(s)
 *     elif isinstance(pops,mpopvec):             # <<<<<<<<<<<<<<
 *         return fpio.deserialize_metapops(s)
 *     else:
 */
  }

  /* "fwdpy/copy.pyx":37
 *         return fpio.deserialize_metapops(s)
 *     else:
 *         raise RuntimeError("fwdpy.copypopvec: popvec type "+str(type(pops))+" is not supported")             # <<<<<<<<<<<<<<
 */
  /*else*/ {
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_pops))));
    __Pyx_GIVEREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_pops))));
    PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)Py_TYPE(((PyObject *)__pyx_v_pops))));
    __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyNumber_Add(__pyx_kp_s_fwdpy_copypopvec_popvec_type, __pyx_t_7); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = PyNumber_Add(__pyx_t_1, __pyx_kp_s_is_not_supported); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_Raise(__pyx_t_7, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    {__pyx_filename = __pyx_f[8]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/copy.pyx":21
 *         raise RuntimeError("fwdpy.copypop: poptype "+str(type(pop))+" is not supported")
 * 
 * def copypops(popcont pops):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("fwdpy.fwdpy.copypops", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XDECREF(__pyx_v_pop);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":17
 * 
 * 
 * cdef popgen_mut_data get_mutation( const popgenmut & m, size_t n) nogil:             # <<<<<<<<<<<<<<
 *     cdef popgen_mut_data rv
 *     rv.pos=m.pos
 */

static struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data __pyx_f_5fwdpy_5fwdpy_get_mutation(KTfwd::popgenmut const &__pyx_v_m, size_t __pyx_v_n) {
  struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data __pyx_v_rv;
  struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data __pyx_r;
  double __pyx_t_1;
  unsigned int __pyx_t_2;

  /* "fwdpy/views.pyx":19
 * cdef popgen_mut_data get_mutation( const popgenmut & m, size_t n) nogil:
 *     cdef popgen_mut_data rv
 *     rv.pos=m.pos             # <<<<<<<<<<<<<<
 *     rv.n=n
 *     rv.g=m.g
 */
  __pyx_t_1 = __pyx_v_m.pos;
  __pyx_v_rv.pos = __pyx_t_1;

  /* "fwdpy/views.pyx":20
 *     cdef popgen_mut_data rv
 *     rv.pos=m.pos
 *     rv.n=n             # <<<<<<<<<<<<<<
 *     rv.g=m.g
 *     rv.s=m.s
 */
  __pyx_v_rv.n = __pyx_v_n;

  /* "fwdpy/views.pyx":21
 *     rv.pos=m.pos
 *     rv.n=n
 *     rv.g=m.g             # <<<<<<<<<<<<<<
 *     rv.s=m.s
 *     rv.h=m.h
 */
  __pyx_t_2 = __pyx_v_m.g;
  __pyx_v_rv.g = __pyx_t_2;

  /* "fwdpy/views.pyx":22
 *     rv.n=n
 *     rv.g=m.g
 *     rv.s=m.s             # <<<<<<<<<<<<<<
 *     rv.h=m.h
 *     rv.neutral==m.neutral
 */
  __pyx_t_1 = __pyx_v_m.s;
  __pyx_v_rv.s = __pyx_t_1;

  /* "fwdpy/views.pyx":23
 *     rv.g=m.g
 *     rv.s=m.s
 *     rv.h=m.h             # <<<<<<<<<<<<<<
 *     rv.neutral==m.neutral
 *     return rv;
 */
  __pyx_t_1 = __pyx_v_m.h;
  __pyx_v_rv.h = __pyx_t_1;

  /* "fwdpy/views.pyx":24
 *     rv.s=m.s
 *     rv.h=m.h
 *     rv.neutral==m.neutral             # <<<<<<<<<<<<<<
 *     return rv;
 * 
 */
  (__pyx_v_rv.neutral == __pyx_v_m.neutral);

  /* "fwdpy/views.pyx":25
 *     rv.h=m.h
 *     rv.neutral==m.neutral
 *     return rv;             # <<<<<<<<<<<<<<
 * 
 * cdef gamete_data get_gamete( const gamete_t & g, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:
 */
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":17
 * 
 * 
 * cdef popgen_mut_data get_mutation( const popgenmut & m, size_t n) nogil:             # <<<<<<<<<<<<<<
 *     cdef popgen_mut_data rv
 *     rv.pos=m.pos
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":27
 *     return rv;
 * 
 * cdef gamete_data get_gamete( const gamete_t & g, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:             # <<<<<<<<<<<<<<
 *     cdef gamete_data rv;
 *     cdef size_t i=0,j=g.mutations.size()
 */

static struct __pyx_t_5fwdpy_5fwdpy_gamete_data __pyx_f_5fwdpy_5fwdpy_get_gamete(fwdpy::gamete_t const &__pyx_v_g, fwdpy::mcont_t const &__pyx_v_mutations, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &__pyx_v_mcounts) {
  struct __pyx_t_5fwdpy_5fwdpy_gamete_data __pyx_v_rv;
  size_t __pyx_v_i;
  size_t __pyx_v_j;
  struct __pyx_t_5fwdpy_5fwdpy_gamete_data __pyx_r;
  int __pyx_t_1;
  unsigned int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/views.pyx":29
 * cdef gamete_data get_gamete( const gamete_t & g, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:
 *     cdef gamete_data rv;
 *     cdef size_t i=0,j=g.mutations.size()             # <<<<<<<<<<<<<<
 *     while i<j:
 *         rv.neutral.push_back(get_mutation(mutations[i],mcounts[i]))
 */
  __pyx_v_i = 0;
  __pyx_v_j = __pyx_v_g.mutations.size();

  /* "fwdpy/views.pyx":30
 *     cdef gamete_data rv;
 *     cdef size_t i=0,j=g.mutations.size()
 *     while i<j:             # <<<<<<<<<<<<<<
 *         rv.neutral.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_i < __pyx_v_j) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":31
 *     cdef size_t i=0,j=g.mutations.size()
 *     while i<j:
 *         rv.neutral.push_back(get_mutation(mutations[i],mcounts[i]))             # <<<<<<<<<<<<<<
 *         i+=1
 * 
 */
    try {
      __pyx_v_rv.neutral.push_back(__pyx_f_5fwdpy_5fwdpy_get_mutation((__pyx_v_mutations[__pyx_v_i]), (__pyx_v_mcounts[__pyx_v_i])));
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      PyGILState_Release(__pyx_gilstate_save);
      #endif
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/views.pyx":32
 *     while i<j:
 *         rv.neutral.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1             # <<<<<<<<<<<<<<
 * 
 *     i=0
 */
    __pyx_v_i = (__pyx_v_i + 1);
  }

  /* "fwdpy/views.pyx":34
 *         i+=1
 * 
 *     i=0             # <<<<<<<<<<<<<<
 *     j=g.smutations.size()
 *     while i<j:
 */
  __pyx_v_i = 0;

  /* "fwdpy/views.pyx":35
 * 
 *     i=0
 *     j=g.smutations.size()             # <<<<<<<<<<<<<<
 *     while i<j:
 *         rv.selected.push_back(get_mutation(mutations[i],mcounts[i]))
 */
  __pyx_v_j = __pyx_v_g.smutations.size();

  /* "fwdpy/views.pyx":36
 *     i=0
 *     j=g.smutations.size()
 *     while i<j:             # <<<<<<<<<<<<<<
 *         rv.selected.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_i < __pyx_v_j) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":37
 *     j=g.smutations.size()
 *     while i<j:
 *         rv.selected.push_back(get_mutation(mutations[i],mcounts[i]))             # <<<<<<<<<<<<<<
 *         i+=1
 *     rv.n=g.n
 */
    try {
      __pyx_v_rv.selected.push_back(__pyx_f_5fwdpy_5fwdpy_get_mutation((__pyx_v_mutations[__pyx_v_i]), (__pyx_v_mcounts[__pyx_v_i])));
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      PyGILState_Release(__pyx_gilstate_save);
      #endif
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/views.pyx":38
 *     while i<j:
 *         rv.selected.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1             # <<<<<<<<<<<<<<
 *     rv.n=g.n
 *     return rv
 */
    __pyx_v_i = (__pyx_v_i + 1);
  }

  /* "fwdpy/views.pyx":39
 *         rv.selected.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1
 *     rv.n=g.n             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
  __pyx_t_2 = __pyx_v_g.n;
  __pyx_v_rv.n = __pyx_t_2;

  /* "fwdpy/views.pyx":40
 *         i+=1
 *     rv.n=g.n
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * cdef diploid_data get_diploid( const diploid_t & dip, const gcont_t & gametes, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:
 */
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":27
 *     return rv;
 * 
 * cdef gamete_data get_gamete( const gamete_t & g, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:             # <<<<<<<<<<<<<<
 *     cdef gamete_data rv;
 *     cdef size_t i=0,j=g.mutations.size()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.get_gamete", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":42
 *     return rv
 * 
 * cdef diploid_data get_diploid( const diploid_t & dip, const gcont_t & gametes, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:             # <<<<<<<<<<<<<<
 *    cdef diploid_data rv
 *    rv.g=dip.g
 */

static struct __pyx_t_5fwdpy_5fwdpy_diploid_data __pyx_f_5fwdpy_5fwdpy_get_diploid(fwdpy::diploid_t const &__pyx_v_dip, fwdpy::gcont_t const &__pyx_v_gametes, fwdpy::mcont_t const &__pyx_v_mutations, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &__pyx_v_mcounts) {
  struct __pyx_t_5fwdpy_5fwdpy_diploid_data __pyx_v_rv;
  unsigned int __pyx_v_i;
  struct __pyx_t_5fwdpy_5fwdpy_diploid_data __pyx_r;
  double __pyx_t_1;
  int __pyx_t_2;

  /* "fwdpy/views.pyx":44
 * cdef diploid_data get_diploid( const diploid_t & dip, const gcont_t & gametes, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:
 *    cdef diploid_data rv
 *    rv.g=dip.g             # <<<<<<<<<<<<<<
 *    rv.e=dip.e
 *    rv.w=dip.w
 */
  __pyx_t_1 = __pyx_v_dip.g;
  __pyx_v_rv.g = __pyx_t_1;

  /* "fwdpy/views.pyx":45
 *    cdef diploid_data rv
 *    rv.g=dip.g
 *    rv.e=dip.e             # <<<<<<<<<<<<<<
 *    rv.w=dip.w
 *    rv.chrom0=get_gamete(gametes[dip.first],mutations,mcounts)
 */
  __pyx_t_1 = __pyx_v_dip.e;
  __pyx_v_rv.e = __pyx_t_1;

  /* "fwdpy/views.pyx":46
 *    rv.g=dip.g
 *    rv.e=dip.e
 *    rv.w=dip.w             # <<<<<<<<<<<<<<
 *    rv.chrom0=get_gamete(gametes[dip.first],mutations,mcounts)
 *    rv.chrom1=get_gamete(gametes[dip.second],mutations,mcounts)
 */
  __pyx_t_1 = __pyx_v_dip.w;
  __pyx_v_rv.w = __pyx_t_1;

  /* "fwdpy/views.pyx":47
 *    rv.e=dip.e
 *    rv.w=dip.w
 *    rv.chrom0=get_gamete(gametes[dip.first],mutations,mcounts)             # <<<<<<<<<<<<<<
 *    rv.chrom1=get_gamete(gametes[dip.second],mutations,mcounts)
 *    rv.n0 = rv.chrom0.selected.size()
 */
  __pyx_v_rv.chrom0 = __pyx_f_5fwdpy_5fwdpy_get_gamete((__pyx_v_gametes[__pyx_v_dip.first]), __pyx_v_mutations, __pyx_v_mcounts);

  /* "fwdpy/views.pyx":48
 *    rv.w=dip.w
 *    rv.chrom0=get_gamete(gametes[dip.first],mutations,mcounts)
 *    rv.chrom1=get_gamete(gametes[dip.second],mutations,mcounts)             # <<<<<<<<<<<<<<
 *    rv.n0 = rv.chrom0.selected.size()
 *    rv.n1 = rv.chrom1.selected.size()
 */
  __pyx_v_rv.chrom1 = __pyx_f_5fwdpy_5fwdpy_get_gamete((__pyx_v_gametes[__pyx_v_dip.second]), __pyx_v_mutations, __pyx_v_mcounts);

  /* "fwdpy/views.pyx":49
 *    rv.chrom0=get_gamete(gametes[dip.first],mutations,mcounts)
 *    rv.chrom1=get_gamete(gametes[dip.second],mutations,mcounts)
 *    rv.n0 = rv.chrom0.selected.size()             # <<<<<<<<<<<<<<
 *    rv.n1 = rv.chrom1.selected.size()
 *    cdef unsigned i = 0
 */
  __pyx_v_rv.n0 = __pyx_v_rv.chrom0.selected.size();

  /* "fwdpy/views.pyx":50
 *    rv.chrom1=get_gamete(gametes[dip.second],mutations,mcounts)
 *    rv.n0 = rv.chrom0.selected.size()
 *    rv.n1 = rv.chrom1.selected.size()             # <<<<<<<<<<<<<<
 *    cdef unsigned i = 0
 *    while i < rv.chrom0.selected.size():
 */
  __pyx_v_rv.n1 = __pyx_v_rv.chrom1.selected.size();

  /* "fwdpy/views.pyx":51
 *    rv.n0 = rv.chrom0.selected.size()
 *    rv.n1 = rv.chrom1.selected.size()
 *    cdef unsigned i = 0             # <<<<<<<<<<<<<<
 *    while i < rv.chrom0.selected.size():
 *        rv.sh0+=(rv.chrom0.selected[i].s*rv.chrom0.selected[i].h)
 */
  __pyx_v_i = 0;

  /* "fwdpy/views.pyx":52
 *    rv.n1 = rv.chrom1.selected.size()
 *    cdef unsigned i = 0
 *    while i < rv.chrom0.selected.size():             # <<<<<<<<<<<<<<
 *        rv.sh0+=(rv.chrom0.selected[i].s*rv.chrom0.selected[i].h)
 *        i+=1
 */
  while (1) {
    __pyx_t_2 = ((__pyx_v_i < __pyx_v_rv.chrom0.selected.size()) != 0);
    if (!__pyx_t_2) break;

    /* "fwdpy/views.pyx":53
 *    cdef unsigned i = 0
 *    while i < rv.chrom0.selected.size():
 *        rv.sh0+=(rv.chrom0.selected[i].s*rv.chrom0.selected[i].h)             # <<<<<<<<<<<<<<
 *        i+=1
 *    i=0
 */
    __pyx_v_rv.sh0 = (__pyx_v_rv.sh0 + ((__pyx_v_rv.chrom0.selected[__pyx_v_i]).s * (__pyx_v_rv.chrom0.selected[__pyx_v_i]).h));

    /* "fwdpy/views.pyx":54
 *    while i < rv.chrom0.selected.size():
 *        rv.sh0+=(rv.chrom0.selected[i].s*rv.chrom0.selected[i].h)
 *        i+=1             # <<<<<<<<<<<<<<
 *    i=0
 *    while i < rv.chrom1.selected.size():
 */
    __pyx_v_i = (__pyx_v_i + 1);
  }

  /* "fwdpy/views.pyx":55
 *        rv.sh0+=(rv.chrom0.selected[i].s*rv.chrom0.selected[i].h)
 *        i+=1
 *    i=0             # <<<<<<<<<<<<<<
 *    while i < rv.chrom1.selected.size():
 *        rv.sh1+=(rv.chrom1.selected[i].s*rv.chrom1.selected[i].h)
 */
  __pyx_v_i = 0;

  /* "fwdpy/views.pyx":56
 *        i+=1
 *    i=0
 *    while i < rv.chrom1.selected.size():             # <<<<<<<<<<<<<<
 *        rv.sh1+=(rv.chrom1.selected[i].s*rv.chrom1.selected[i].h)
 *        i+=1
 */
  while (1) {
    __pyx_t_2 = ((__pyx_v_i < __pyx_v_rv.chrom1.selected.size()) != 0);
    if (!__pyx_t_2) break;

    /* "fwdpy/views.pyx":57
 *    i=0
 *    while i < rv.chrom1.selected.size():
 *        rv.sh1+=(rv.chrom1.selected[i].s*rv.chrom1.selected[i].h)             # <<<<<<<<<<<<<<
 *        i+=1
 *    return rv
 */
    __pyx_v_rv.sh1 = (__pyx_v_rv.sh1 + ((__pyx_v_rv.chrom1.selected[__pyx_v_i]).s * (__pyx_v_rv.chrom1.selected[__pyx_v_i]).h));

    /* "fwdpy/views.pyx":58
 *    while i < rv.chrom1.selected.size():
 *        rv.sh1+=(rv.chrom1.selected[i].s*rv.chrom1.selected[i].h)
 *        i+=1             # <<<<<<<<<<<<<<
 *    return rv
 * 
 */
    __pyx_v_i = (__pyx_v_i + 1);
  }

  /* "fwdpy/views.pyx":59
 *        rv.sh1+=(rv.chrom1.selected[i].s*rv.chrom1.selected[i].h)
 *        i+=1
 *    return rv             # <<<<<<<<<<<<<<
 * 
 * cdef vector[popgen_mut_data] view_mutations_details(const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:
 */
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":42
 *     return rv
 * 
 * cdef diploid_data get_diploid( const diploid_t & dip, const gcont_t & gametes, const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:             # <<<<<<<<<<<<<<
 *    cdef diploid_data rv
 *    rv.g=dip.g
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":61
 *    return rv
 * 
 * cdef vector[popgen_mut_data] view_mutations_details(const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:             # <<<<<<<<<<<<<<
 *     cdef vector[popgen_mut_data] rv
 *     cdef size_t i=0,j=mutations.size();
 */

static std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  __pyx_f_5fwdpy_5fwdpy_view_mutations_details(fwdpy::mcont_t const &__pyx_v_mutations, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &__pyx_v_mcounts) {
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  __pyx_v_rv;
  size_t __pyx_v_i;
  size_t __pyx_v_j;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  __pyx_r;
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/views.pyx":63
 * cdef vector[popgen_mut_data] view_mutations_details(const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:
 *     cdef vector[popgen_mut_data] rv
 *     cdef size_t i=0,j=mutations.size();             # <<<<<<<<<<<<<<
 *     while i!=j:
 *         #skip extinct mutation
 */
  __pyx_v_i = 0;
  __pyx_v_j = __pyx_v_mutations.size();

  /* "fwdpy/views.pyx":64
 *     cdef vector[popgen_mut_data] rv
 *     cdef size_t i=0,j=mutations.size();
 *     while i!=j:             # <<<<<<<<<<<<<<
 *         #skip extinct mutation
 *         if mcounts[i]:
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_i != __pyx_v_j) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":66
 *     while i!=j:
 *         #skip extinct mutation
 *         if mcounts[i]:             # <<<<<<<<<<<<<<
 *             rv.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1
 */
    __pyx_t_1 = ((__pyx_v_mcounts[__pyx_v_i]) != 0);
    if (__pyx_t_1) {

      /* "fwdpy/views.pyx":67
 *         #skip extinct mutation
 *         if mcounts[i]:
 *             rv.push_back(get_mutation(mutations[i],mcounts[i]))             # <<<<<<<<<<<<<<
 *         i+=1
 *     return rv
 */
      try {
        __pyx_v_rv.push_back(__pyx_f_5fwdpy_5fwdpy_get_mutation((__pyx_v_mutations[__pyx_v_i]), (__pyx_v_mcounts[__pyx_v_i])));
      } catch(...) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        __Pyx_CppExn2PyErr();
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }

      /* "fwdpy/views.pyx":66
 *     while i!=j:
 *         #skip extinct mutation
 *         if mcounts[i]:             # <<<<<<<<<<<<<<
 *             rv.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1
 */
    }

    /* "fwdpy/views.pyx":68
 *         if mcounts[i]:
 *             rv.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
    __pyx_v_i = (__pyx_v_i + 1);
  }

  /* "fwdpy/views.pyx":69
 *             rv.push_back(get_mutation(mutations[i],mcounts[i]))
 *         i+=1
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * cdef vector[gamete_data] view_gametes_details( const singlepop_t * pop ) nogil:
 */
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":61
 *    return rv
 * 
 * cdef vector[popgen_mut_data] view_mutations_details(const mcont_t & mutations, const mcounts_cont_t & mcounts) nogil:             # <<<<<<<<<<<<<<
 *     cdef vector[popgen_mut_data] rv
 *     cdef size_t i=0,j=mutations.size();
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.view_mutations_details", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":71
 *     return rv
 * 
 * cdef vector[gamete_data] view_gametes_details( const singlepop_t * pop ) nogil:             # <<<<<<<<<<<<<<
 *     cdef vector[gamete_data] rv
 *     cdef size_t i = 0, j = pop.gametes.size()
 */

static std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data>  __pyx_f_5fwdpy_5fwdpy_view_gametes_details(fwdpy::singlepop_t const *__pyx_v_pop) {
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data>  __pyx_v_rv;
  size_t __pyx_v_i;
  size_t __pyx_v_j;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data>  __pyx_r;
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/views.pyx":73
 * cdef vector[gamete_data] view_gametes_details( const singlepop_t * pop ) nogil:
 *     cdef vector[gamete_data] rv
 *     cdef size_t i = 0, j = pop.gametes.size()             # <<<<<<<<<<<<<<
 *     while i!=j:
 *         #skip extinct gamets
 */
  __pyx_v_i = 0;
  __pyx_v_j = __pyx_v_pop->gametes.size();

  /* "fwdpy/views.pyx":74
 *     cdef vector[gamete_data] rv
 *     cdef size_t i = 0, j = pop.gametes.size()
 *     while i!=j:             # <<<<<<<<<<<<<<
 *         #skip extinct gamets
 *         if pop.gametes[i].n:
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_i != __pyx_v_j) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":76
 *     while i!=j:
 *         #skip extinct gamets
 *         if pop.gametes[i].n:             # <<<<<<<<<<<<<<
 *             rv.push_back(get_gamete(pop.gametes[i],pop.mutations,pop.mcounts));
 *         i+=1
 */
    __pyx_t_1 = ((__pyx_v_pop->gametes[__pyx_v_i]).n != 0);
    if (__pyx_t_1) {

      /* "fwdpy/views.pyx":77
 *         #skip extinct gamets
 *         if pop.gametes[i].n:
 *             rv.push_back(get_gamete(pop.gametes[i],pop.mutations,pop.mcounts));             # <<<<<<<<<<<<<<
 *         i+=1
 *     return rv
 */
      try {
        __pyx_v_rv.push_back(__pyx_f_5fwdpy_5fwdpy_get_gamete((__pyx_v_pop->gametes[__pyx_v_i]), __pyx_v_pop->mutations, __pyx_v_pop->mcounts));
      } catch(...) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        __Pyx_CppExn2PyErr();
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }

      /* "fwdpy/views.pyx":76
 *     while i!=j:
 *         #skip extinct gamets
 *         if pop.gametes[i].n:             # <<<<<<<<<<<<<<
 *             rv.push_back(get_gamete(pop.gametes[i],pop.mutations,pop.mcounts));
 *         i+=1
 */
    }

    /* "fwdpy/views.pyx":78
 *         if pop.gametes[i].n:
 *             rv.push_back(get_gamete(pop.gametes[i],pop.mutations,pop.mcounts));
 *         i+=1             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
    __pyx_v_i = (__pyx_v_i + 1);
  }

  /* "fwdpy/views.pyx":79
 *             rv.push_back(get_gamete(pop.gametes[i],pop.mutations,pop.mcounts));
 *         i+=1
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * ##This really should be const...
 */
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":71
 *     return rv
 * 
 * cdef vector[gamete_data] view_gametes_details( const singlepop_t * pop ) nogil:             # <<<<<<<<<<<<<<
 *     cdef vector[gamete_data] rv
 *     cdef size_t i = 0, j = pop.gametes.size()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.view_gametes_details", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":82
 * 
 * ##This really should be const...
 * cdef vector[diploid_data] view_diploids_details( const dipvector_t & diploids,             # <<<<<<<<<<<<<<
 *                                                  const gcont_t & gametes,
 *                                                  const mcont_t & mutations,
 */

static std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  __pyx_f_5fwdpy_5fwdpy_view_diploids_details(fwdpy::dipvector_t const &__pyx_v_diploids, fwdpy::gcont_t const &__pyx_v_gametes, fwdpy::mcont_t const &__pyx_v_mutations, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &__pyx_v_mcounts, std::vector<unsigned int>  const &__pyx_v_indlist) {
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  __pyx_v_rv;
  size_t __pyx_v_i;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  __pyx_r;
  size_t __pyx_t_1;
  size_t __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/views.pyx":88
 *                                                  const vector[unsigned] & indlist ) nogil:
 *     cdef vector[diploid_data] rv
 *     for i in range(indlist.size()):             # <<<<<<<<<<<<<<
 *         rv.push_back(get_diploid(diploids[indlist[i]],gametes,mutations,mcounts))
 *     return rv
 */
  __pyx_t_1 = __pyx_v_indlist.size();
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "fwdpy/views.pyx":89
 *     cdef vector[diploid_data] rv
 *     for i in range(indlist.size()):
 *         rv.push_back(get_diploid(diploids[indlist[i]],gametes,mutations,mcounts))             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
    try {
      __pyx_v_rv.push_back(__pyx_f_5fwdpy_5fwdpy_get_diploid((__pyx_v_diploids[(__pyx_v_indlist[__pyx_v_i])]), __pyx_v_gametes, __pyx_v_mutations, __pyx_v_mcounts));
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      PyGILState_Release(__pyx_gilstate_save);
      #endif
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }

  /* "fwdpy/views.pyx":90
 *     for i in range(indlist.size()):
 *         rv.push_back(get_diploid(diploids[indlist[i]],gametes,mutations,mcounts))
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * def view_mutations_singlepop(singlepop p):
 */
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":82
 * 
 * ##This really should be const...
 * cdef vector[diploid_data] view_diploids_details( const dipvector_t & diploids,             # <<<<<<<<<<<<<<
 *                                                  const gcont_t & gametes,
 *                                                  const mcont_t & mutations,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.view_diploids_details", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":92
 *     return rv
 * 
 * def view_mutations_singlepop(singlepop p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg = p.pop.get().mutations.begin()
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_39view_mutations_singlepop(PyObject *__pyx_self, PyObject *__pyx_v_p); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_39view_mutations_singlepop = {"view_mutations_singlepop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_39view_mutations_singlepop, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_39view_mutations_singlepop(PyObject *__pyx_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_mutations_singlepop (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_singlepop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_38view_mutations_singlepop(__pyx_self, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_38view_mutations_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p) {
  CYTHON_UNUSED __pyx_t_5fwdpy_5fwdpy_mcont_t_itr __pyx_v_beg;
  CYTHON_UNUSED __pyx_t_5fwdpy_5fwdpy_mcont_t_itr __pyx_v_end;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  __pyx_v_rv;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_mutations_singlepop", 0);

  /* "fwdpy/views.pyx":93
 * 
 * def view_mutations_singlepop(singlepop p):
 *     cdef mcont_t_itr beg = p.pop.get().mutations.begin()             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 *     cdef vector[popgen_mut_data] rv;
 */
  __pyx_v_beg = __pyx_v_p->pop.get()->mutations.begin();

  /* "fwdpy/views.pyx":94
 * def view_mutations_singlepop(singlepop p):
 *     cdef mcont_t_itr beg = p.pop.get().mutations.begin()
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()             # <<<<<<<<<<<<<<
 *     cdef vector[popgen_mut_data] rv;
 *     with nogil:
 */
  __pyx_v_end = __pyx_v_p->pop.get()->mutations.end();

  /* "fwdpy/views.pyx":96
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 *     cdef vector[popgen_mut_data] rv;
 *     with nogil:             # <<<<<<<<<<<<<<
 *         rv = view_mutations_details(p.pop.get().mutations,p.pop.get().mcounts)
 *     return rv
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {

        /* "fwdpy/views.pyx":97
 *     cdef vector[popgen_mut_data] rv;
 *     with nogil:
 *         rv = view_mutations_details(p.pop.get().mutations,p.pop.get().mcounts)             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
        __pyx_v_rv = __pyx_f_5fwdpy_5fwdpy_view_mutations_details(__pyx_v_p->pop.get()->mutations, __pyx_v_p->pop.get()->mcounts);
      }

      /* "fwdpy/views.pyx":96
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 *     cdef vector[popgen_mut_data] rv;
 *     with nogil:             # <<<<<<<<<<<<<<
 *         rv = view_mutations_details(p.pop.get().mutations,p.pop.get().mcounts)
 *     return rv
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L5;
        }
        __pyx_L5:;
      }
  }

  /* "fwdpy/views.pyx":98
 *     with nogil:
 *         rv = view_mutations_details(p.pop.get().mutations,p.pop.get().mcounts)
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * def view_mutations_popvec(popvec p):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(__pyx_v_rv); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":92
 *     return rv
 * 
 * def view_mutations_singlepop(singlepop p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg = p.pop.get().mutations.begin()
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_mutations_singlepop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":100
 *     return rv
 * 
 * def view_mutations_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg,end
 *     cdef vector[vector[popgen_mut_data]] rv;
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_41view_mutations_popvec(PyObject *__pyx_self, PyObject *__pyx_v_p); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_41view_mutations_popvec = {"view_mutations_popvec", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_41view_mutations_popvec, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_41view_mutations_popvec(PyObject *__pyx_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_mutations_popvec (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_40view_mutations_popvec(__pyx_self, ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_40view_mutations_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p) {
  std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> >  __pyx_v_rv;
  unsigned int __pyx_v_npops;
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  unsigned int __pyx_t_1;
  unsigned int __pyx_t_2;
  unsigned int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_mutations_popvec", 0);

  /* "fwdpy/views.pyx":103
 *     cdef mcont_t_itr beg,end
 *     cdef vector[vector[popgen_mut_data]] rv;
 *     cdef unsigned npops = p.pops.size()             # <<<<<<<<<<<<<<
 *     cdef int i
 *     rv.resize(npops)
 */
  __pyx_v_npops = __pyx_v_p->pops.size();

  /* "fwdpy/views.pyx":105
 *     cdef unsigned npops = p.pops.size()
 *     cdef int i
 *     rv.resize(npops)             # <<<<<<<<<<<<<<
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 */
  try {
    __pyx_v_rv.resize(__pyx_v_npops);
  } catch(...) {
    __Pyx_CppExn2PyErr();
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":107
 *     rv.resize(npops)
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i] = view_mutations_details(p.pops[i].get().mutations,p.pops[i].get().mcounts)
 * 
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {
        __pyx_t_1 = __pyx_v_npops;
        if (1 == 0) abort();
        {
            __pyx_t_4 = 1;
            #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
                #undef likely
                #undef unlikely
                #define likely(x)   (x)
                #define unlikely(x) (x)
            #endif
            __pyx_t_3 = (__pyx_t_1 - 0) / 1;
            if (__pyx_t_3 > 0)
            {
                #ifdef _OPENMP
                #pragma omp parallel
                #endif /* _OPENMP */
                {
                    #ifdef _OPENMP
                    #pragma omp for firstprivate(__pyx_v_i) lastprivate(__pyx_v_i) schedule(static, __pyx_t_4)
                    #endif /* _OPENMP */
                    for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_3; __pyx_t_2++){
                        {
                            __pyx_v_i = 0 + 1 * __pyx_t_2;

                            /* "fwdpy/views.pyx":108
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 *         rv[i] = view_mutations_details(p.pops[i].get().mutations,p.pops[i].get().mcounts)             # <<<<<<<<<<<<<<
 * 
 *     return rv
 */
                            (__pyx_v_rv[__pyx_v_i]) = __pyx_f_5fwdpy_5fwdpy_view_mutations_details((__pyx_v_p->pops[__pyx_v_i]).get()->mutations, (__pyx_v_p->pops[__pyx_v_i]).get()->mcounts);
                        }
                    }
                }
            }
        }
        #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
            #undef likely
            #undef unlikely
            #define likely(x)   __builtin_expect(!!(x), 1)
            #define unlikely(x) __builtin_expect(!!(x), 0)
        #endif
      }

      /* "fwdpy/views.pyx":107
 *     rv.resize(npops)
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i] = view_mutations_details(p.pops[i].get().mutations,p.pops[i].get().mcounts)
 * 
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L5;
        }
        __pyx_L5:;
      }
  }

  /* "fwdpy/views.pyx":110
 *         rv[i] = view_mutations_details(p.pops[i].get().mutations,p.pops[i].get().mcounts)
 * 
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___(__pyx_v_rv); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":100
 *     return rv
 * 
 * def view_mutations_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg,end
 *     cdef vector[vector[popgen_mut_data]] rv;
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_mutations_popvec", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":112
 *     return rv
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_mutations: deme index out of range")
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_43view_mutations_metapop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_43view_mutations_metapop = {"view_mutations_metapop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_43view_mutations_metapop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_43view_mutations_metapop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p = 0;
  unsigned int __pyx_v_deme;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_mutations_metapop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_deme,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_mutations_metapop", 1, 2, 2, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_mutations_metapop") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)values[0]);
    __pyx_v_deme = __Pyx_PyInt_As_unsigned_int(values[1]); if (unlikely((__pyx_v_deme == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_mutations_metapop", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_mutations_metapop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_metapop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_42view_mutations_metapop(__pyx_self, __pyx_v_p, __pyx_v_deme);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_42view_mutations_metapop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p, unsigned int __pyx_v_deme) {
  PyObject *__pyx_v_gams = NULL;
  PyObject *__pyx_v_allmuts = NULL;
  PyObject *__pyx_v_umuts = NULL;
  PyObject *__pyx_v_g = NULL;
  PyObject *__pyx_v_m = NULL;
  PyObject *__pyx_v_rv = NULL;
  PyObject *__pyx_v_dummy = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *(*__pyx_t_8)(PyObject *);
  Py_ssize_t __pyx_t_9;
  PyObject *(*__pyx_t_10)(PyObject *);
  int __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_mutations_metapop", 0);

  /* "fwdpy/views.pyx":113
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):
 *     if deme >= len(p.popsizes()):             # <<<<<<<<<<<<<<
 *         raise IndexError("view_mutations: deme index out of range")
 *     #get the gametes from this population
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop *)__pyx_v_p->__pyx_vtab)->popsizes(__pyx_v_p, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = ((__pyx_v_deme >= __pyx_t_2) != 0);
  if (__pyx_t_3) {

    /* "fwdpy/views.pyx":114
 * def view_mutations_metapop(metapop p,unsigned deme):
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_mutations: deme index out of range")             # <<<<<<<<<<<<<<
 *     #get the gametes from this population
 *     gams = view_gametes_metapop(p,deme)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__48, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":113
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):
 *     if deme >= len(p.popsizes()):             # <<<<<<<<<<<<<<
 *         raise IndexError("view_mutations: deme index out of range")
 *     #get the gametes from this population
 */
  }

  /* "fwdpy/views.pyx":116
 *         raise IndexError("view_mutations: deme index out of range")
 *     #get the gametes from this population
 *     gams = view_gametes_metapop(p,deme)             # <<<<<<<<<<<<<<
 *     #extract the mutations from each gamete
 *     allmuts = []
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_gametes_metapop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyInt_From_unsigned_int(__pyx_v_deme); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = NULL;
  __pyx_t_2 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_2 = 1;
    }
  }
  __pyx_t_7 = PyTuple_New(2+__pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  if (__pyx_t_6) {
    __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_p));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_p));
  PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_2, ((PyObject *)__pyx_v_p));
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_2, __pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_gams = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":118
 *     gams = view_gametes_metapop(p,deme)
 *     #extract the mutations from each gamete
 *     allmuts = []             # <<<<<<<<<<<<<<
 *     umuts = []
 *     for g in gams:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_allmuts = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":119
 *     #extract the mutations from each gamete
 *     allmuts = []
 *     umuts = []             # <<<<<<<<<<<<<<
 *     for g in gams:
 *         for m in g['neutral']:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_umuts = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":120
 *     allmuts = []
 *     umuts = []
 *     for g in gams:             # <<<<<<<<<<<<<<
 *         for m in g['neutral']:
 *             allmuts.append(m)
 */
  if (likely(PyList_CheckExact(__pyx_v_gams)) || PyTuple_CheckExact(__pyx_v_gams)) {
    __pyx_t_1 = __pyx_v_gams; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_gams); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_8 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_8(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_g, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":121
 *     umuts = []
 *     for g in gams:
 *         for m in g['neutral']:             # <<<<<<<<<<<<<<
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_g, __pyx_n_s_neutral); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    if (likely(PyList_CheckExact(__pyx_t_4)) || PyTuple_CheckExact(__pyx_t_4)) {
      __pyx_t_7 = __pyx_t_4; __Pyx_INCREF(__pyx_t_7); __pyx_t_9 = 0;
      __pyx_t_10 = NULL;
    } else {
      __pyx_t_9 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_10 = Py_TYPE(__pyx_t_7)->tp_iternext; if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    for (;;) {
      if (likely(!__pyx_t_10)) {
        if (likely(PyList_CheckExact(__pyx_t_7))) {
          if (__pyx_t_9 >= PyList_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_4 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_9); __Pyx_INCREF(__pyx_t_4); __pyx_t_9++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_4 = PySequence_ITEM(__pyx_t_7, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_4);
          #endif
        } else {
          if (__pyx_t_9 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_9); __Pyx_INCREF(__pyx_t_4); __pyx_t_9++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_4 = PySequence_ITEM(__pyx_t_7, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_4);
          #endif
        }
      } else {
        __pyx_t_4 = __pyx_t_10(__pyx_t_7);
        if (unlikely(!__pyx_t_4)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_4);
      }
      __Pyx_XDECREF_SET(__pyx_v_m, __pyx_t_4);
      __pyx_t_4 = 0;

      /* "fwdpy/views.pyx":122
 *     for g in gams:
 *         for m in g['neutral']:
 *             allmuts.append(m)             # <<<<<<<<<<<<<<
 *             if umuts.count(m) == 0:
 *                 umuts.append(m)
 */
      __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_allmuts, __pyx_v_m); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":123
 *         for m in g['neutral']:
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:             # <<<<<<<<<<<<<<
 *                 umuts.append(m)
 *         for m in g['selected']:
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_umuts, __pyx_n_s_count); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
        }
      }
      if (!__pyx_t_6) {
        __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_m); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
      } else {
        __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_12);
        __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_6); __pyx_t_6 = NULL;
        __Pyx_INCREF(__pyx_v_m);
        __Pyx_GIVEREF(__pyx_v_m);
        PyTuple_SET_ITEM(__pyx_t_12, 0+1, __pyx_v_m);
        __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_12, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      }
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_5 = __Pyx_PyInt_EqObjC(__pyx_t_4, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_3) {

        /* "fwdpy/views.pyx":124
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:
 *                 umuts.append(m)             # <<<<<<<<<<<<<<
 *         for m in g['selected']:
 *             allmuts.append(m)
 */
        __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_umuts, __pyx_v_m); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "fwdpy/views.pyx":123
 *         for m in g['neutral']:
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:             # <<<<<<<<<<<<<<
 *                 umuts.append(m)
 *         for m in g['selected']:
 */
      }

      /* "fwdpy/views.pyx":121
 *     umuts = []
 *     for g in gams:
 *         for m in g['neutral']:             # <<<<<<<<<<<<<<
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:
 */
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

    /* "fwdpy/views.pyx":125
 *             if umuts.count(m) == 0:
 *                 umuts.append(m)
 *         for m in g['selected']:             # <<<<<<<<<<<<<<
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:
 */
    __pyx_t_7 = PyObject_GetItem(__pyx_v_g, __pyx_n_s_selected); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_7);
    if (likely(PyList_CheckExact(__pyx_t_7)) || PyTuple_CheckExact(__pyx_t_7)) {
      __pyx_t_5 = __pyx_t_7; __Pyx_INCREF(__pyx_t_5); __pyx_t_9 = 0;
      __pyx_t_10 = NULL;
    } else {
      __pyx_t_9 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_10 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    for (;;) {
      if (likely(!__pyx_t_10)) {
        if (likely(PyList_CheckExact(__pyx_t_5))) {
          if (__pyx_t_9 >= PyList_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_7 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_9); __Pyx_INCREF(__pyx_t_7); __pyx_t_9++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_7 = PySequence_ITEM(__pyx_t_5, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_7);
          #endif
        } else {
          if (__pyx_t_9 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_9); __Pyx_INCREF(__pyx_t_7); __pyx_t_9++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_7 = PySequence_ITEM(__pyx_t_5, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_7);
          #endif
        }
      } else {
        __pyx_t_7 = __pyx_t_10(__pyx_t_5);
        if (unlikely(!__pyx_t_7)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_7);
      }
      __Pyx_XDECREF_SET(__pyx_v_m, __pyx_t_7);
      __pyx_t_7 = 0;

      /* "fwdpy/views.pyx":126
 *                 umuts.append(m)
 *         for m in g['selected']:
 *             allmuts.append(m)             # <<<<<<<<<<<<<<
 *             if umuts.count(m) == 0:
 *                 umuts.append(m)
 */
      __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_allmuts, __pyx_v_m); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":127
 *         for m in g['selected']:
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:             # <<<<<<<<<<<<<<
 *                 umuts.append(m)
 * 
 */
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_umuts, __pyx_n_s_count); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_12 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_12)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_12);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (!__pyx_t_12) {
        __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_m); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
      } else {
        __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_12); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_12); __pyx_t_12 = NULL;
        __Pyx_INCREF(__pyx_v_m);
        __Pyx_GIVEREF(__pyx_v_m);
        PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v_m);
        __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = __Pyx_PyInt_EqObjC(__pyx_t_7, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      if (__pyx_t_3) {

        /* "fwdpy/views.pyx":128
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:
 *                 umuts.append(m)             # <<<<<<<<<<<<<<
 * 
 *     rv = []
 */
        __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_umuts, __pyx_v_m); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "fwdpy/views.pyx":127
 *         for m in g['selected']:
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:             # <<<<<<<<<<<<<<
 *                 umuts.append(m)
 * 
 */
      }

      /* "fwdpy/views.pyx":125
 *             if umuts.count(m) == 0:
 *                 umuts.append(m)
 *         for m in g['selected']:             # <<<<<<<<<<<<<<
 *             allmuts.append(m)
 *             if umuts.count(m) == 0:
 */
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "fwdpy/views.pyx":120
 *     allmuts = []
 *     umuts = []
 *     for g in gams:             # <<<<<<<<<<<<<<
 *         for m in g['neutral']:
 *             allmuts.append(m)
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":130
 *                 umuts.append(m)
 * 
 *     rv = []             # <<<<<<<<<<<<<<
 *     dummy=0
 *     for i in umuts:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_rv = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":131
 * 
 *     rv = []
 *     dummy=0             # <<<<<<<<<<<<<<
 *     for i in umuts:
 *         rv.append(i)
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_dummy = __pyx_int_0;

  /* "fwdpy/views.pyx":132
 *     rv = []
 *     dummy=0
 *     for i in umuts:             # <<<<<<<<<<<<<<
 *         rv.append(i)
 *         rv[dummy]['n'] = allmuts.count(i)
 */
  __pyx_t_1 = __pyx_v_umuts; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_5 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_5 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "fwdpy/views.pyx":133
 *     dummy=0
 *     for i in umuts:
 *         rv.append(i)             # <<<<<<<<<<<<<<
 *         rv[dummy]['n'] = allmuts.count(i)
 *         dummy+=1
 */
    __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_rv, __pyx_v_i); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":134
 *     for i in umuts:
 *         rv.append(i)
 *         rv[dummy]['n'] = allmuts.count(i)             # <<<<<<<<<<<<<<
 *         dummy+=1
 *     return rv
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_allmuts, __pyx_n_s_count); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_7) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7); __pyx_t_7 = NULL;
      __Pyx_INCREF(__pyx_v_i);
      __Pyx_GIVEREF(__pyx_v_i);
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v_i);
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PyObject_GetItem(__pyx_v_rv, __pyx_v_dummy); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(PyObject_SetItem(__pyx_t_4, __pyx_n_s_n, __pyx_t_5) < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "fwdpy/views.pyx":135
 *         rv.append(i)
 *         rv[dummy]['n'] = allmuts.count(i)
 *         dummy+=1             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
    __pyx_t_5 = __Pyx_PyInt_AddObjC(__pyx_v_dummy, __pyx_int_1, 1, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF_SET(__pyx_v_dummy, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "fwdpy/views.pyx":132
 *     rv = []
 *     dummy=0
 *     for i in umuts:             # <<<<<<<<<<<<<<
 *         rv.append(i)
 *         rv[dummy]['n'] = allmuts.count(i)
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":136
 *         rv[dummy]['n'] = allmuts.count(i)
 *         dummy+=1
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * def view_mutations( object p, deme = None ):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":112
 *     return rv
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_mutations: deme index out of range")
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_mutations_metapop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_gams);
  __Pyx_XDECREF(__pyx_v_allmuts);
  __Pyx_XDECREF(__pyx_v_umuts);
  __Pyx_XDECREF(__pyx_v_g);
  __Pyx_XDECREF(__pyx_v_m);
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_dummy);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":138
 *     return rv
 * 
 * def view_mutations( object p, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all mutations in the population
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_45view_mutations(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_44view_mutations[] = "\n    Get detailed list of all mutations in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n\n    :rtype: a list of dictionaries.  See Note.\n\n    Example:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> muts = [fwdpy.view_mutations(i) for i in pops]\n    >>> type(muts[0])\n    <type 'list'>\n    >>> type(muts[0][0])\n    <type 'dict'>\n\n    Metapopulation example:\n\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0]*2)\n    >>> muts_deme_0 = [fwdpy.view_mutations(i,0) for i in mpops]\n    >>> muts_deme_1 = [fwdpy.view_mutations(i,1) for i in mpops]\n    \n    .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_45view_mutations = {"view_mutations", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_45view_mutations, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_44view_mutations};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_45view_mutations(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_p = 0;
  PyObject *__pyx_v_deme = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_mutations (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_deme,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_mutations") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_p = values[0];
    __pyx_v_deme = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_mutations", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_mutations", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_44view_mutations(__pyx_self, __pyx_v_p, __pyx_v_deme);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_44view_mutations(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_deme) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_mutations", 0);

  /* "fwdpy/views.pyx":171
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported
 *     """
 *     if isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return view_mutations_singlepop(p)
 *     elif isinstance(p,popvec):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":172
 *     """
 *     if isinstance(p,singlepop):
 *         return view_mutations_singlepop(p)             # <<<<<<<<<<<<<<
 *     elif isinstance(p,popvec):
 *         return view_mutations_popvec(p)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_mutations_singlepop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_p); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(__pyx_v_p);
      __Pyx_GIVEREF(__pyx_v_p);
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v_p);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":171
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported
 *     """
 *     if isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return view_mutations_singlepop(p)
 *     elif isinstance(p,popvec):
 */
  }

  /* "fwdpy/views.pyx":173
 *     if isinstance(p,singlepop):
 *         return view_mutations_singlepop(p)
 *     elif isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return view_mutations_popvec(p)
 *     elif isinstance(p,metapop):
 */
  __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_popvec); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/views.pyx":174
 *         return view_mutations_singlepop(p)
 *     elif isinstance(p,popvec):
 *         return view_mutations_popvec(p)             # <<<<<<<<<<<<<<
 *     elif isinstance(p,metapop):
 *         if deme is None:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_mutations_popvec); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_p); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_INCREF(__pyx_v_p);
      __Pyx_GIVEREF(__pyx_v_p);
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_p);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":173
 *     if isinstance(p,singlepop):
 *         return view_mutations_singlepop(p)
 *     elif isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return view_mutations_popvec(p)
 *     elif isinstance(p,metapop):
 */
  }

  /* "fwdpy/views.pyx":175
 *     elif isinstance(p,popvec):
 *         return view_mutations_popvec(p)
 *     elif isinstance(p,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_metapop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":176
 *         return view_mutations_popvec(p)
 *     elif isinstance(p,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")
 *         return view_mutations_metapop(p,deme)
 */
    __pyx_t_2 = (__pyx_v_deme == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "fwdpy/views.pyx":177
 *     elif isinstance(p,metapop):
 *         if deme is None:
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")             # <<<<<<<<<<<<<<
 *         return view_mutations_metapop(p,deme)
 *     else:
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__49, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":176
 *         return view_mutations_popvec(p)
 *     elif isinstance(p,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")
 *         return view_mutations_metapop(p,deme)
 */
    }

    /* "fwdpy/views.pyx":178
 *         if deme is None:
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")
 *         return view_mutations_metapop(p,deme)             # <<<<<<<<<<<<<<
 *     else:
 *         raise RuntimeError("view_mutations: unsupported object type")
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_mutations_metapop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    __pyx_t_7 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_7 = 1;
      }
    }
    __pyx_t_6 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    if (__pyx_t_5) {
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_7, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_deme);
    __Pyx_GIVEREF(__pyx_v_deme);
    PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_7, __pyx_v_deme);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":175
 *     elif isinstance(p,popvec):
 *         return view_mutations_popvec(p)
 *     elif isinstance(p,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")
 */
  }

  /* "fwdpy/views.pyx":180
 *         return view_mutations_metapop(p,deme)
 *     else:
 *         raise RuntimeError("view_mutations: unsupported object type")             # <<<<<<<<<<<<<<
 * 
 * def view_gametes_singlepop( singlepop p ):
 */
  /*else*/ {
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__50, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":138
 *     return rv
 * 
 * def view_mutations( object p, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all mutations in the population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_mutations", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":182
 *         raise RuntimeError("view_mutations: unsupported object type")
 * 
 * def view_gametes_singlepop( singlepop p ):             # <<<<<<<<<<<<<<
 *     #cdef gcont_t_itr beg = p.pop.get().gametes.begin()
 *     #cdef gcont_t_itr end = p.pop.get().gametes.end()
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_47view_gametes_singlepop(PyObject *__pyx_self, PyObject *__pyx_v_p); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_47view_gametes_singlepop = {"view_gametes_singlepop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_47view_gametes_singlepop, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_47view_gametes_singlepop(PyObject *__pyx_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_gametes_singlepop (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_singlepop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_46view_gametes_singlepop(__pyx_self, ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_46view_gametes_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_gametes_singlepop", 0);

  /* "fwdpy/views.pyx":185
 *     #cdef gcont_t_itr beg = p.pop.get().gametes.begin()
 *     #cdef gcont_t_itr end = p.pop.get().gametes.end()
 *     return view_gametes_details(p.pop.get())             # <<<<<<<<<<<<<<
 * 
 * def view_gametes_popvec(popvec p):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data(__pyx_f_5fwdpy_5fwdpy_view_gametes_details(__pyx_v_p->pop.get())); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":182
 *         raise RuntimeError("view_mutations: unsupported object type")
 * 
 * def view_gametes_singlepop( singlepop p ):             # <<<<<<<<<<<<<<
 *     #cdef gcont_t_itr beg = p.pop.get().gametes.begin()
 *     #cdef gcont_t_itr end = p.pop.get().gametes.end()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_gametes_singlepop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":187
 *     return view_gametes_details(p.pop.get())
 * 
 * def view_gametes_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef:
 *         gcont_t_itr beg,end
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_49view_gametes_popvec(PyObject *__pyx_self, PyObject *__pyx_v_p); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_49view_gametes_popvec = {"view_gametes_popvec", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_49view_gametes_popvec, METH_O, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_49view_gametes_popvec(PyObject *__pyx_self, PyObject *__pyx_v_p) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_gametes_popvec (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_48view_gametes_popvec(__pyx_self, ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)__pyx_v_p));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_48view_gametes_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p) {
  unsigned int __pyx_v_npops;
  int __pyx_v_i;
  std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data> >  __pyx_v_rv;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  unsigned int __pyx_t_1;
  unsigned int __pyx_t_2;
  unsigned int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_gametes_popvec", 0);

  /* "fwdpy/views.pyx":190
 *     cdef:
 *         gcont_t_itr beg,end
 *         unsigned npops = p.pops.size()             # <<<<<<<<<<<<<<
 *         int i
 *         vector[vector[gamete_data]] rv
 */
  __pyx_v_npops = __pyx_v_p->pops.size();

  /* "fwdpy/views.pyx":193
 *         int i
 *         vector[vector[gamete_data]] rv
 *     rv.resize(npops)             # <<<<<<<<<<<<<<
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 */
  try {
    __pyx_v_rv.resize(__pyx_v_npops);
  } catch(...) {
    __Pyx_CppExn2PyErr();
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":195
 *     rv.resize(npops)
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i]=view_gametes_details(p.pops[i].get())
 * 
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {
        __pyx_t_1 = __pyx_v_npops;
        if (1 == 0) abort();
        {
            __pyx_t_4 = 1;
            #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
                #undef likely
                #undef unlikely
                #define likely(x)   (x)
                #define unlikely(x) (x)
            #endif
            __pyx_t_3 = (__pyx_t_1 - 0) / 1;
            if (__pyx_t_3 > 0)
            {
                #ifdef _OPENMP
                #pragma omp parallel
                #endif /* _OPENMP */
                {
                    #ifdef _OPENMP
                    #pragma omp for firstprivate(__pyx_v_i) lastprivate(__pyx_v_i) schedule(static, __pyx_t_4)
                    #endif /* _OPENMP */
                    for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_3; __pyx_t_2++){
                        {
                            __pyx_v_i = 0 + 1 * __pyx_t_2;

                            /* "fwdpy/views.pyx":196
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 *         rv[i]=view_gametes_details(p.pops[i].get())             # <<<<<<<<<<<<<<
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):
 */
                            (__pyx_v_rv[__pyx_v_i]) = __pyx_f_5fwdpy_5fwdpy_view_gametes_details((__pyx_v_p->pops[__pyx_v_i]).get());
                        }
                    }
                }
            }
        }
        #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
            #undef likely
            #undef unlikely
            #define likely(x)   __builtin_expect(!!(x), 1)
            #define unlikely(x) __builtin_expect(!!(x), 0)
        #endif
      }

      /* "fwdpy/views.pyx":195
 *     rv.resize(npops)
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i]=view_gametes_details(p.pops[i].get())
 * 
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L5;
        }
        __pyx_L5:;
      }
  }

  /* "fwdpy/views.pyx":187
 *     return view_gametes_details(p.pop.get())
 * 
 * def view_gametes_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef:
 *         gcont_t_itr beg,end
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_gametes_popvec", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":198
 *         rv[i]=view_gametes_details(p.pops[i].get())
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_51view_gametes_metapop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_51view_gametes_metapop = {"view_gametes_metapop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_51view_gametes_metapop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_51view_gametes_metapop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p = 0;
  unsigned int __pyx_v_deme;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_gametes_metapop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_deme,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_gametes_metapop", 1, 2, 2, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_gametes_metapop") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)values[0]);
    __pyx_v_deme = __Pyx_PyInt_As_unsigned_int(values[1]); if (unlikely((__pyx_v_deme == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_gametes_metapop", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_gametes_metapop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_metapop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_50view_gametes_metapop(__pyx_self, __pyx_v_p, __pyx_v_deme);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_50view_gametes_metapop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p, unsigned int __pyx_v_deme) {
  PyObject *__pyx_v_temp1 = NULL;
  PyObject *__pyx_v_unique_gams = NULL;
  PyObject *__pyx_v_allgams = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_v_dummy = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *(*__pyx_t_9)(PyObject *);
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_gametes_metapop", 0);

  /* "fwdpy/views.pyx":199
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):
 *     if deme >= len(p.popsizes()):             # <<<<<<<<<<<<<<
 *         raise IndexError("view_gametes: deme index out of range")
 *     temp1 = view_diploids(p,list(range(p.mpop.get().diploids[deme].size())),deme)
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop *)__pyx_v_p->__pyx_vtab)->popsizes(__pyx_v_p, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = ((__pyx_v_deme >= __pyx_t_2) != 0);
  if (__pyx_t_3) {

    /* "fwdpy/views.pyx":200
 * def view_gametes_metapop( metapop p, unsigned deme ):
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")             # <<<<<<<<<<<<<<
 *     temp1 = view_diploids(p,list(range(p.mpop.get().diploids[deme].size())),deme)
 *     #Get unique list of haplotypes
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__51, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":199
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):
 *     if deme >= len(p.popsizes()):             # <<<<<<<<<<<<<<
 *         raise IndexError("view_gametes: deme index out of range")
 *     temp1 = view_diploids(p,list(range(p.mpop.get().diploids[deme].size())),deme)
 */
  }

  /* "fwdpy/views.pyx":201
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")
 *     temp1 = view_diploids(p,list(range(p.mpop.get().diploids[deme].size())),deme)             # <<<<<<<<<<<<<<
 *     #Get unique list of haplotypes
 *     unique_gams = []
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_diploids); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyInt_FromSize_t((__pyx_v_p->mpop.get()->diploids[__pyx_v_deme]).size()); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_6, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = PySequence_List(__pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyInt_From_unsigned_int(__pyx_v_deme); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_7 = NULL;
  __pyx_t_2 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_7)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_7);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
      __pyx_t_2 = 1;
    }
  }
  __pyx_t_8 = PyTuple_New(3+__pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  if (__pyx_t_7) {
    __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_7); __pyx_t_7 = NULL;
  }
  __Pyx_INCREF(((PyObject *)__pyx_v_p));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_p));
  PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_2, ((PyObject *)__pyx_v_p));
  __Pyx_GIVEREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_2, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_8, 2+__pyx_t_2, __pyx_t_5);
  __pyx_t_6 = 0;
  __pyx_t_5 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_8, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_temp1 = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":203
 *     temp1 = view_diploids(p,list(range(p.mpop.get().diploids[deme].size())),deme)
 *     #Get unique list of haplotypes
 *     unique_gams = []             # <<<<<<<<<<<<<<
 *     allgams = []
 *     for i in temp1:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_unique_gams = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":204
 *     #Get unique list of haplotypes
 *     unique_gams = []
 *     allgams = []             # <<<<<<<<<<<<<<
 *     for i in temp1:
 *         if unique_gams.count(i['chrom0'])==0:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_allgams = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":205
 *     unique_gams = []
 *     allgams = []
 *     for i in temp1:             # <<<<<<<<<<<<<<
 *         if unique_gams.count(i['chrom0'])==0:
 *             unique_gams.append(i['chrom0'])
 */
  if (likely(PyList_CheckExact(__pyx_v_temp1)) || PyTuple_CheckExact(__pyx_v_temp1)) {
    __pyx_t_1 = __pyx_v_temp1; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_9 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_temp1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_9)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_9(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":206
 *     allgams = []
 *     for i in temp1:
 *         if unique_gams.count(i['chrom0'])==0:             # <<<<<<<<<<<<<<
 *             unique_gams.append(i['chrom0'])
 *         if unique_gams.count(i['chrom1'])==0:
 */
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_unique_gams, __pyx_n_s_count); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_5 = PyObject_GetItem(__pyx_v_i, __pyx_n_s_chrom0); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_4);
    } else {
      __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyInt_EqObjC(__pyx_t_4, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (__pyx_t_3) {

      /* "fwdpy/views.pyx":207
 *     for i in temp1:
 *         if unique_gams.count(i['chrom0'])==0:
 *             unique_gams.append(i['chrom0'])             # <<<<<<<<<<<<<<
 *         if unique_gams.count(i['chrom1'])==0:
 *             unique_gams.append(i['chrom1'])
 */
      __pyx_t_8 = PyObject_GetItem(__pyx_v_i, __pyx_n_s_chrom0); if (unlikely(__pyx_t_8 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_unique_gams, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

      /* "fwdpy/views.pyx":206
 *     allgams = []
 *     for i in temp1:
 *         if unique_gams.count(i['chrom0'])==0:             # <<<<<<<<<<<<<<
 *             unique_gams.append(i['chrom0'])
 *         if unique_gams.count(i['chrom1'])==0:
 */
    }

    /* "fwdpy/views.pyx":208
 *         if unique_gams.count(i['chrom0'])==0:
 *             unique_gams.append(i['chrom0'])
 *         if unique_gams.count(i['chrom1'])==0:             # <<<<<<<<<<<<<<
 *             unique_gams.append(i['chrom1'])
 *         allgams.append(i['chrom0'])
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_unique_gams, __pyx_n_s_count); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = PyObject_GetItem(__pyx_v_i, __pyx_n_s_chrom1); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_8 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_GOTREF(__pyx_t_8);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_GIVEREF(__pyx_t_7);
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_7);
      __pyx_t_7 = 0;
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyInt_EqObjC(__pyx_t_8, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_3) {

      /* "fwdpy/views.pyx":209
 *             unique_gams.append(i['chrom0'])
 *         if unique_gams.count(i['chrom1'])==0:
 *             unique_gams.append(i['chrom1'])             # <<<<<<<<<<<<<<
 *         allgams.append(i['chrom0'])
 *         allgams.append(i['chrom1'])
 */
      __pyx_t_4 = PyObject_GetItem(__pyx_v_i, __pyx_n_s_chrom1); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_unique_gams, __pyx_t_4); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

      /* "fwdpy/views.pyx":208
 *         if unique_gams.count(i['chrom0'])==0:
 *             unique_gams.append(i['chrom0'])
 *         if unique_gams.count(i['chrom1'])==0:             # <<<<<<<<<<<<<<
 *             unique_gams.append(i['chrom1'])
 *         allgams.append(i['chrom0'])
 */
    }

    /* "fwdpy/views.pyx":210
 *         if unique_gams.count(i['chrom1'])==0:
 *             unique_gams.append(i['chrom1'])
 *         allgams.append(i['chrom0'])             # <<<<<<<<<<<<<<
 *         allgams.append(i['chrom1'])
 *     #clear temp1 and fill it with unique gametes + their counts in this deme
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_i, __pyx_n_s_chrom0); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_allgams, __pyx_t_4); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":211
 *             unique_gams.append(i['chrom1'])
 *         allgams.append(i['chrom0'])
 *         allgams.append(i['chrom1'])             # <<<<<<<<<<<<<<
 *     #clear temp1 and fill it with unique gametes + their counts in this deme
 *     temp1=[]
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_i, __pyx_n_s_chrom1); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_allgams, __pyx_t_4); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":205
 *     unique_gams = []
 *     allgams = []
 *     for i in temp1:             # <<<<<<<<<<<<<<
 *         if unique_gams.count(i['chrom0'])==0:
 *             unique_gams.append(i['chrom0'])
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":213
 *         allgams.append(i['chrom1'])
 *     #clear temp1 and fill it with unique gametes + their counts in this deme
 *     temp1=[]             # <<<<<<<<<<<<<<
 *     dummy=0
 *     for i in unique_gams:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_temp1, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":214
 *     #clear temp1 and fill it with unique gametes + their counts in this deme
 *     temp1=[]
 *     dummy=0             # <<<<<<<<<<<<<<
 *     for i in unique_gams:
 *         temp1.append(i)
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_dummy = __pyx_int_0;

  /* "fwdpy/views.pyx":215
 *     temp1=[]
 *     dummy=0
 *     for i in unique_gams:             # <<<<<<<<<<<<<<
 *         temp1.append(i)
 *         temp1[dummy]['n'] = allgams.count(i)
 */
  __pyx_t_1 = __pyx_v_unique_gams; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":216
 *     dummy=0
 *     for i in unique_gams:
 *         temp1.append(i)             # <<<<<<<<<<<<<<
 *         temp1[dummy]['n'] = allgams.count(i)
 *         dummy+=1
 */
    __pyx_t_10 = __Pyx_PyObject_Append(__pyx_v_temp1, __pyx_v_i); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":217
 *     for i in unique_gams:
 *         temp1.append(i)
 *         temp1[dummy]['n'] = allgams.count(i)             # <<<<<<<<<<<<<<
 *         dummy+=1
 *     return temp1
 */
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_allgams, __pyx_n_s_count); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
    } else {
      __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_INCREF(__pyx_v_i);
      __Pyx_GIVEREF(__pyx_v_i);
      PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_i);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyObject_GetItem(__pyx_v_temp1, __pyx_v_dummy); if (unlikely(__pyx_t_8 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_8);
    if (unlikely(PyObject_SetItem(__pyx_t_8, __pyx_n_s_n, __pyx_t_4) < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":218
 *         temp1.append(i)
 *         temp1[dummy]['n'] = allgams.count(i)
 *         dummy+=1             # <<<<<<<<<<<<<<
 *     return temp1
 * 
 */
    __pyx_t_4 = __Pyx_PyInt_AddObjC(__pyx_v_dummy, __pyx_int_1, 1, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF_SET(__pyx_v_dummy, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":215
 *     temp1=[]
 *     dummy=0
 *     for i in unique_gams:             # <<<<<<<<<<<<<<
 *         temp1.append(i)
 *         temp1[dummy]['n'] = allgams.count(i)
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":219
 *         temp1[dummy]['n'] = allgams.count(i)
 *         dummy+=1
 *     return temp1             # <<<<<<<<<<<<<<
 * 
 * def view_gametes( object p ,deme = None):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_temp1);
  __pyx_r = __pyx_v_temp1;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":198
 *         rv[i]=view_gametes_details(p.pops[i].get())
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_gametes_metapop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_temp1);
  __Pyx_XDECREF(__pyx_v_unique_gams);
  __Pyx_XDECREF(__pyx_v_allgams);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XDECREF(__pyx_v_dummy);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":221
 *     return temp1
 * 
 * def view_gametes( object p ,deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all gametes in the population
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_53view_gametes(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_52view_gametes[] = "\n    Get detailed list of all gametes in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n    :param deme: If p is a :class:`fwdpy.fwdpy.metapop`, deme is the index of the deme to view\n\n    :rtype: a list of dictionaries.  See note.\n\n    Example for a single deme:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> dips = [fwdpy.view_gametes(i) for i in pops]\n\n    Example for a metapopulation:\n\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0]*2)\n    >>> gams = [fwdpy.view_gametes(i,0) for i in mpops]\n\n    .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_53view_gametes = {"view_gametes", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_53view_gametes, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_52view_gametes};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_53view_gametes(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_p = 0;
  PyObject *__pyx_v_deme = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_gametes (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_deme,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_gametes") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_p = values[0];
    __pyx_v_deme = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_gametes", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_gametes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_52view_gametes(__pyx_self, __pyx_v_p, __pyx_v_deme);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_52view_gametes(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_deme) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_gametes", 0);

  /* "fwdpy/views.pyx":250
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported
 *     """
 *     if isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return view_gametes_singlepop(p)
 *     elif isinstance(p,popvec):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":251
 *     """
 *     if isinstance(p,singlepop):
 *         return view_gametes_singlepop(p)             # <<<<<<<<<<<<<<
 *     elif isinstance(p,popvec):
 *         return view_gametes_popvec(p)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_gametes_singlepop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_p); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(__pyx_v_p);
      __Pyx_GIVEREF(__pyx_v_p);
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v_p);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":250
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported
 *     """
 *     if isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return view_gametes_singlepop(p)
 *     elif isinstance(p,popvec):
 */
  }

  /* "fwdpy/views.pyx":252
 *     if isinstance(p,singlepop):
 *         return view_gametes_singlepop(p)
 *     elif isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return view_gametes_popvec(p)
 *     elif isinstance(p,metapop):
 */
  __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_popvec); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/views.pyx":253
 *         return view_gametes_singlepop(p)
 *     elif isinstance(p,popvec):
 *         return view_gametes_popvec(p)             # <<<<<<<<<<<<<<
 *     elif isinstance(p,metapop):
 *         if deme is None:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_gametes_popvec); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_p); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_INCREF(__pyx_v_p);
      __Pyx_GIVEREF(__pyx_v_p);
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_p);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":252
 *     if isinstance(p,singlepop):
 *         return view_gametes_singlepop(p)
 *     elif isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return view_gametes_popvec(p)
 *     elif isinstance(p,metapop):
 */
  }

  /* "fwdpy/views.pyx":254
 *     elif isinstance(p,popvec):
 *         return view_gametes_popvec(p)
 *     elif isinstance(p,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_metapop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":255
 *         return view_gametes_popvec(p)
 *     elif isinstance(p,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")
 *         return view_gametes_metapop(p,deme)
 */
    __pyx_t_2 = (__pyx_v_deme == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "fwdpy/views.pyx":256
 *     elif isinstance(p,metapop):
 *         if deme is None:
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")             # <<<<<<<<<<<<<<
 *         return view_gametes_metapop(p,deme)
 *     else:
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__52, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":255
 *         return view_gametes_popvec(p)
 *     elif isinstance(p,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")
 *         return view_gametes_metapop(p,deme)
 */
    }

    /* "fwdpy/views.pyx":257
 *         if deme is None:
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")
 *         return view_gametes_metapop(p,deme)             # <<<<<<<<<<<<<<
 *     else:
 *         raise RuntimeError("view_gametes: unsupported object type")
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_gametes_metapop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    __pyx_t_7 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_7 = 1;
      }
    }
    __pyx_t_6 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    if (__pyx_t_5) {
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_7, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_deme);
    __Pyx_GIVEREF(__pyx_v_deme);
    PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_7, __pyx_v_deme);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":254
 *     elif isinstance(p,popvec):
 *         return view_gametes_popvec(p)
 *     elif isinstance(p,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")
 */
  }

  /* "fwdpy/views.pyx":259
 *         return view_gametes_metapop(p,deme)
 *     else:
 *         raise RuntimeError("view_gametes: unsupported object type")             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):
 */
  /*else*/ {
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__53, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":221
 *     return temp1
 * 
 * def view_gametes( object p ,deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all gametes in the population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_gametes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":261
 *         raise RuntimeError("view_gametes: unsupported object type")
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):             # <<<<<<<<<<<<<<
 *     for i in indlist:
 *         if i >= p.popsize():
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_55view_diploids_singlepop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_55view_diploids_singlepop = {"view_diploids_singlepop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_55view_diploids_singlepop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_55view_diploids_singlepop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p = 0;
  PyObject *__pyx_v_indlist = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids_singlepop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_singlepop", 1, 2, 2, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids_singlepop") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)values[0]);
    __pyx_v_indlist = ((PyObject*)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids_singlepop", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_singlepop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_singlepop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indlist), (&PyList_Type), 1, "indlist", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_54view_diploids_singlepop(__pyx_self, __pyx_v_p, __pyx_v_indlist);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_54view_diploids_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p, PyObject *__pyx_v_indlist) {
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  std::vector<unsigned int>  __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids_singlepop", 0);

  /* "fwdpy/views.pyx":262
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):
 *     for i in indlist:             # <<<<<<<<<<<<<<
 *         if i >= p.popsize():
 *             raise IndexError("index greater than population size")
 */
  if (unlikely(__pyx_v_indlist == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_indlist; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":263
 * def view_diploids_singlepop( singlepop p, list indlist ):
 *     for i in indlist:
 *         if i >= p.popsize():             # <<<<<<<<<<<<<<
 *             raise IndexError("index greater than population size")
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 */
    __pyx_t_3 = ((struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop *)__pyx_v_p->__pyx_vtab)->popsize(__pyx_v_p, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_RichCompare(__pyx_v_i, __pyx_t_3, Py_GE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_5) {

      /* "fwdpy/views.pyx":264
 *     for i in indlist:
 *         if i >= p.popsize():
 *             raise IndexError("index greater than population size")             # <<<<<<<<<<<<<<
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 * 
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__54, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":263
 * def view_diploids_singlepop( singlepop p, list indlist ):
 *     for i in indlist:
 *         if i >= p.popsize():             # <<<<<<<<<<<<<<
 *             raise IndexError("index greater than population size")
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 */
    }

    /* "fwdpy/views.pyx":262
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):
 *     for i in indlist:             # <<<<<<<<<<<<<<
 *         if i >= p.popsize():
 *             raise IndexError("index greater than population size")
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":265
 *         if i >= p.popsize():
 *             raise IndexError("index greater than population size")
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_popvec( popvec p, list indlist ):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_6 = __pyx_convert_vector_from_py_unsigned_int(__pyx_v_indlist); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 265; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data(__pyx_f_5fwdpy_5fwdpy_view_diploids_details(__pyx_v_p->pop.get()->diploids, __pyx_v_p->pop.get()->gametes, __pyx_v_p->pop.get()->mutations, __pyx_v_p->pop.get()->mcounts, __pyx_t_6)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 265; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":261
 *         raise RuntimeError("view_gametes: unsupported object type")
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):             # <<<<<<<<<<<<<<
 *     for i in indlist:
 *         if i >= p.popsize():
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_singlepop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":267
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 * 
 * def view_diploids_popvec( popvec p, list indlist ):             # <<<<<<<<<<<<<<
 *     cdef int npops = len(p),i
 *     cdef vector[vector[diploid_data]] rv
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_57view_diploids_popvec(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_57view_diploids_popvec = {"view_diploids_popvec", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_57view_diploids_popvec, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_57view_diploids_popvec(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p = 0;
  PyObject *__pyx_v_indlist = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids_popvec (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_popvec", 1, 2, 2, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids_popvec") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)values[0]);
    __pyx_v_indlist = ((PyObject*)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids_popvec", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_popvec", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indlist), (&PyList_Type), 1, "indlist", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_56view_diploids_popvec(__pyx_self, __pyx_v_p, __pyx_v_indlist);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_56view_diploids_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p, PyObject *__pyx_v_indlist) {
  int __pyx_v_npops;
  int __pyx_v_i;
  std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data> >  __pyx_v_rv;
  std::vector<unsigned int>  __pyx_v_il;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids_popvec", 0);

  /* "fwdpy/views.pyx":268
 * 
 * def view_diploids_popvec( popvec p, list indlist ):
 *     cdef int npops = len(p),i             # <<<<<<<<<<<<<<
 *     cdef vector[vector[diploid_data]] rv
 *     rv.resize(npops);
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_p)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_npops = __pyx_t_1;

  /* "fwdpy/views.pyx":270
 *     cdef int npops = len(p),i
 *     cdef vector[vector[diploid_data]] rv
 *     rv.resize(npops);             # <<<<<<<<<<<<<<
 *     cdef vector[unsigned] il
 *     for i in indlist:
 */
  try {
    __pyx_v_rv.resize(__pyx_v_npops);
  } catch(...) {
    __Pyx_CppExn2PyErr();
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 270; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":272
 *     rv.resize(npops);
 *     cdef vector[unsigned] il
 *     for i in indlist:             # <<<<<<<<<<<<<<
 *         il.push_back(i)
 *     #for i in range(npops):
 */
  if (unlikely(__pyx_v_indlist == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __pyx_v_indlist; __Pyx_INCREF(__pyx_t_2); __pyx_t_1 = 0;
  for (;;) {
    if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_2)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_1); __Pyx_INCREF(__pyx_t_3); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_i = __pyx_t_4;

    /* "fwdpy/views.pyx":273
 *     cdef vector[unsigned] il
 *     for i in indlist:
 *         il.push_back(i)             # <<<<<<<<<<<<<<
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 */
    try {
      __pyx_v_il.push_back(__pyx_v_i);
    } catch(...) {
      __Pyx_CppExn2PyErr();
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "fwdpy/views.pyx":272
 *     rv.resize(npops);
 *     cdef vector[unsigned] il
 *     for i in indlist:             # <<<<<<<<<<<<<<
 *         il.push_back(i)
 *     #for i in range(npops):
 */
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/views.pyx":275
 *         il.push_back(i)
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i] = view_diploids_details(p.pops[i].get().diploids,
 *                                       p.pops[i].get().gametes,
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {
        __pyx_t_4 = __pyx_v_npops;
        if (1 == 0) abort();
        {
            __pyx_t_7 = 1;
            #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
                #undef likely
                #undef unlikely
                #define likely(x)   (x)
                #define unlikely(x) (x)
            #endif
            __pyx_t_6 = (__pyx_t_4 - 0) / 1;
            if (__pyx_t_6 > 0)
            {
                #ifdef _OPENMP
                #pragma omp parallel
                #endif /* _OPENMP */
                {
                    #ifdef _OPENMP
                    #pragma omp for firstprivate(__pyx_v_i) lastprivate(__pyx_v_i) schedule(static, __pyx_t_7)
                    #endif /* _OPENMP */
                    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_6; __pyx_t_5++){
                        {
                            __pyx_v_i = 0 + 1 * __pyx_t_5;

                            /* "fwdpy/views.pyx":276
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 *         rv[i] = view_diploids_details(p.pops[i].get().diploids,             # <<<<<<<<<<<<<<
 *                                       p.pops[i].get().gametes,
 *                                       p.pops[i].get().mutations,
 */
                            (__pyx_v_rv[__pyx_v_i]) = __pyx_f_5fwdpy_5fwdpy_view_diploids_details((__pyx_v_p->pops[__pyx_v_i]).get()->diploids, (__pyx_v_p->pops[__pyx_v_i]).get()->gametes, (__pyx_v_p->pops[__pyx_v_i]).get()->mutations, (__pyx_v_p->pops[__pyx_v_i]).get()->mcounts, __pyx_v_il);
                        }
                    }
                }
            }
        }
        #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
            #undef likely
            #undef unlikely
            #define likely(x)   __builtin_expect(!!(x), 1)
            #define unlikely(x) __builtin_expect(!!(x), 0)
        #endif
      }

      /* "fwdpy/views.pyx":275
 *         il.push_back(i)
 *     #for i in range(npops):
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i] = view_diploids_details(p.pops[i].get().diploids,
 *                                       p.pops[i].get().gametes,
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L7;
        }
        __pyx_L7:;
      }
  }

  /* "fwdpy/views.pyx":280
 *                                       p.pops[i].get().mutations,
 *                                       p.pops[i].get().mcounts,il)
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___(__pyx_v_rv); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":267
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 * 
 * def view_diploids_popvec( popvec p, list indlist ):             # <<<<<<<<<<<<<<
 *     cdef int npops = len(p),i
 *     cdef vector[vector[diploid_data]] rv
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_popvec", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":282
 *     return rv
 * 
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):             # <<<<<<<<<<<<<<
 *     psizes = p.popsizes()
 *     for i in indlist:
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_59view_diploids_metapop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_59view_diploids_metapop = {"view_diploids_metapop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_59view_diploids_metapop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_59view_diploids_metapop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p = 0;
  PyObject *__pyx_v_indlist = 0;
  unsigned int __pyx_v_deme;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids_metapop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,&__pyx_n_s_deme,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_metapop", 1, 3, 3, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_metapop", 1, 3, 3, 2); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids_metapop") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)values[0]);
    __pyx_v_indlist = ((PyObject*)values[1]);
    __pyx_v_deme = __Pyx_PyInt_As_unsigned_int(values[2]); if (unlikely((__pyx_v_deme == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids_metapop", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_metapop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_metapop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indlist), (&PyList_Type), 1, "indlist", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_58view_diploids_metapop(__pyx_self, __pyx_v_p, __pyx_v_indlist, __pyx_v_deme);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_58view_diploids_metapop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_metapop *__pyx_v_p, PyObject *__pyx_v_indlist, unsigned int __pyx_v_deme) {
  PyObject *__pyx_v_psizes = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_v_ps = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  std::vector<unsigned int>  __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids_metapop", 0);

  /* "fwdpy/views.pyx":283
 * 
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):
 *     psizes = p.popsizes()             # <<<<<<<<<<<<<<
 *     for i in indlist:
 *         for ps in psizes:
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop *)__pyx_v_p->__pyx_vtab)->popsizes(__pyx_v_p, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_psizes = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":284
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):
 *     psizes = p.popsizes()
 *     for i in indlist:             # <<<<<<<<<<<<<<
 *         for ps in psizes:
 *             if i >= ps:
 */
  if (unlikely(__pyx_v_indlist == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_indlist; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":285
 *     psizes = p.popsizes()
 *     for i in indlist:
 *         for ps in psizes:             # <<<<<<<<<<<<<<
 *             if i >= ps:
 *                 raise IndexError("index greater than deme size")
 */
    if (likely(PyList_CheckExact(__pyx_v_psizes)) || PyTuple_CheckExact(__pyx_v_psizes)) {
      __pyx_t_3 = __pyx_v_psizes; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
      __pyx_t_5 = NULL;
    } else {
      __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_psizes); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    for (;;) {
      if (likely(!__pyx_t_5)) {
        if (likely(PyList_CheckExact(__pyx_t_3))) {
          if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_6 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_6); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        } else {
          if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_6); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        }
      } else {
        __pyx_t_6 = __pyx_t_5(__pyx_t_3);
        if (unlikely(!__pyx_t_6)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_6);
      }
      __Pyx_XDECREF_SET(__pyx_v_ps, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "fwdpy/views.pyx":286
 *     for i in indlist:
 *         for ps in psizes:
 *             if i >= ps:             # <<<<<<<<<<<<<<
 *                 raise IndexError("index greater than deme size")
 *     if deme >= len(p.popsizes()):
 */
      __pyx_t_6 = PyObject_RichCompare(__pyx_v_i, __pyx_v_ps, Py_GE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (__pyx_t_7) {

        /* "fwdpy/views.pyx":287
 *         for ps in psizes:
 *             if i >= ps:
 *                 raise IndexError("index greater than deme size")             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_diploids: deme index out of range")
 */
        __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__55, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_Raise(__pyx_t_6, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "fwdpy/views.pyx":286
 *     for i in indlist:
 *         for ps in psizes:
 *             if i >= ps:             # <<<<<<<<<<<<<<
 *                 raise IndexError("index greater than deme size")
 *     if deme >= len(p.popsizes()):
 */
      }

      /* "fwdpy/views.pyx":285
 *     psizes = p.popsizes()
 *     for i in indlist:
 *         for ps in psizes:             # <<<<<<<<<<<<<<
 *             if i >= ps:
 *                 raise IndexError("index greater than deme size")
 */
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":284
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):
 *     psizes = p.popsizes()
 *     for i in indlist:             # <<<<<<<<<<<<<<
 *         for ps in psizes:
 *             if i >= ps:
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":288
 *             if i >= ps:
 *                 raise IndexError("index greater than deme size")
 *     if deme >= len(p.popsizes()):             # <<<<<<<<<<<<<<
 *         raise IndexError("view_diploids: deme index out of range")
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop *)__pyx_v_p->__pyx_vtab)->popsizes(__pyx_v_p, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_7 = ((__pyx_v_deme >= __pyx_t_2) != 0);
  if (__pyx_t_7) {

    /* "fwdpy/views.pyx":289
 *                 raise IndexError("index greater than deme size")
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_diploids: deme index out of range")             # <<<<<<<<<<<<<<
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 * 
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__56, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":288
 *             if i >= ps:
 *                 raise IndexError("index greater than deme size")
 *     if deme >= len(p.popsizes()):             # <<<<<<<<<<<<<<
 *         raise IndexError("view_diploids: deme index out of range")
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 */
  }

  /* "fwdpy/views.pyx":290
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_diploids: deme index out of range")
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)             # <<<<<<<<<<<<<<
 * 
 * def view_diploids( object p, list indlist, deme = None ):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_8 = __pyx_convert_vector_from_py_unsigned_int(__pyx_v_indlist); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data(__pyx_f_5fwdpy_5fwdpy_view_diploids_details((__pyx_v_p->mpop.get()->diploids[__pyx_v_deme]), __pyx_v_p->mpop.get()->gametes, __pyx_v_p->mpop.get()->mutations, __pyx_v_p->mpop.get()->mcounts, __pyx_t_8)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":282
 *     return rv
 * 
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):             # <<<<<<<<<<<<<<
 *     psizes = p.popsizes()
 *     for i in indlist:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_metapop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_psizes);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XDECREF(__pyx_v_ps);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":292
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 * 
 * def view_diploids( object p, list indlist, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_61view_diploids(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_60view_diploids[] = "\n    Get detailed list of a set of diploids in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n    :param deme: if p is a :class`fwdpy.fwdpy.metapop`, deme is the index of the deme to sample\n    \n    :rtype: a list of dictionaries.  See Note.\n\n    Example:\n\n    >>> import fwdpy\n    >>> import numpy as np\n    >>> nregions = [fwdpy.Region(0,1,1),fwdpy.Region(2,3,1)]\n    >>> sregions = [fwdpy.ExpS(1,2,1,-0.1),fwdpy.ExpS(1,2,0.01,0.001)]\n    >>> rregions = [fwdpy.Region(0,3,1)]\n    >>> rng = fwdpy.GSLrng(100)\n    >>> popsizes = np.array([1000],dtype=np.uint32)\n    >>> popsizes=np.tile(popsizes,100)\n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> dips = [fwdpy.view_diploids(i,[0,101,201,301]) for i in pops]\n\n    And now viewing from a metapop:\n    \n    >>> pops = fwdpy.evolve_regions(rng,1,1000,popsizes[0:],0.001,0.0001,0.001,nregions,sregions,rregions)\n    >>> #Now, \"bud\" off a daughter population of same size, and evolve both for another 100 generations\n    >>> mpops = fwdpy.evolve_regions_split(rng,pops,popsizes[0:100],popsizes[0:100],0.001,0.0001,0.001,nregions,sregions,rregions,[0]*2)\n    >>> dips = [fwdpy.view_diploids(i,[0,101,201,301],0) for i in mpops]\n\n    .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_61view_diploids = {"view_diploids", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_61view_diploids, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_60view_diploids};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_61view_diploids(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_p = 0;
  PyObject *__pyx_v_indlist = 0;
  PyObject *__pyx_v_deme = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,&__pyx_n_s_deme,0};
    PyObject* values[3] = {0,0,0};
    values[2] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids", 0, 2, 3, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_deme);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_p = values[0];
    __pyx_v_indlist = ((PyObject*)values[1]);
    __pyx_v_deme = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indlist), (&PyList_Type), 1, "indlist", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_60view_diploids(__pyx_self, __pyx_v_p, __pyx_v_indlist, __pyx_v_deme);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_60view_diploids(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_indlist, PyObject *__pyx_v_deme) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids", 0);

  /* "fwdpy/views.pyx":323
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported
 *     """
 *     if isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return view_diploids_singlepop(p,indlist)
 *     elif isinstance(p,metapop):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":324
 *     """
 *     if isinstance(p,singlepop):
 *         return view_diploids_singlepop(p,indlist)             # <<<<<<<<<<<<<<
 *     elif isinstance(p,metapop):
 *         if deme is None:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_diploids_singlepop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    __pyx_t_6 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_6 = 1;
      }
    }
    __pyx_t_7 = PyTuple_New(2+__pyx_t_6); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    if (__pyx_t_5) {
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __pyx_t_5 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_6, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_v_indlist);
    PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_6, __pyx_v_indlist);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":323
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` currently not supported
 *     """
 *     if isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return view_diploids_singlepop(p,indlist)
 *     elif isinstance(p,metapop):
 */
  }

  /* "fwdpy/views.pyx":325
 *     if isinstance(p,singlepop):
 *         return view_diploids_singlepop(p,indlist)
 *     elif isinstance(p,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 */
  __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_metapop); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/views.pyx":326
 *         return view_diploids_singlepop(p,indlist)
 *     elif isinstance(p,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 *         return view_diploids_metapop(p,indlist,deme)
 */
    __pyx_t_1 = (__pyx_v_deme == Py_None);
    __pyx_t_2 = (__pyx_t_1 != 0);
    if (__pyx_t_2) {

      /* "fwdpy/views.pyx":327
 *     elif isinstance(p,metapop):
 *         if deme is None:
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")             # <<<<<<<<<<<<<<
 *         return view_diploids_metapop(p,indlist,deme)
 *     elif isinstance(p,popvec):
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__57, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":326
 *         return view_diploids_singlepop(p,indlist)
 *     elif isinstance(p,metapop):
 *         if deme is None:             # <<<<<<<<<<<<<<
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 *         return view_diploids_metapop(p,indlist,deme)
 */
    }

    /* "fwdpy/views.pyx":328
 *         if deme is None:
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 *         return view_diploids_metapop(p,indlist,deme)             # <<<<<<<<<<<<<<
 *     elif isinstance(p,popvec):
 *         return view_diploids_popvec(p,indlist)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_diploids_metapop); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = NULL;
    __pyx_t_6 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_6 = 1;
      }
    }
    __pyx_t_5 = PyTuple_New(3+__pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (__pyx_t_7) {
      __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_7); __pyx_t_7 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_6, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_v_indlist);
    PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_6, __pyx_v_indlist);
    __Pyx_INCREF(__pyx_v_deme);
    __Pyx_GIVEREF(__pyx_v_deme);
    PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_6, __pyx_v_deme);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":325
 *     if isinstance(p,singlepop):
 *         return view_diploids_singlepop(p,indlist)
 *     elif isinstance(p,metapop):             # <<<<<<<<<<<<<<
 *         if deme is None:
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 */
  }

  /* "fwdpy/views.pyx":329
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 *         return view_diploids_metapop(p,indlist,deme)
 *     elif isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return view_diploids_popvec(p,indlist)
 *     else:
 */
  __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_popvec); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/views.pyx":330
 *         return view_diploids_metapop(p,indlist,deme)
 *     elif isinstance(p,popvec):
 *         return view_diploids_popvec(p,indlist)             # <<<<<<<<<<<<<<
 *     else:
 *         raise RuntimeError("view_diploids: unsupported object type")
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_diploids_popvec); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    __pyx_t_6 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_6 = 1;
      }
    }
    __pyx_t_7 = PyTuple_New(2+__pyx_t_6); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    if (__pyx_t_5) {
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __pyx_t_5 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_6, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_v_indlist);
    PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_6, __pyx_v_indlist);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":329
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")
 *         return view_diploids_metapop(p,indlist,deme)
 *     elif isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return view_diploids_popvec(p,indlist)
 *     else:
 */
  }

  /* "fwdpy/views.pyx":332
 *         return view_diploids_popvec(p,indlist)
 *     else:
 *         raise RuntimeError("view_diploids: unsupported object type")             # <<<<<<<<<<<<<<
 * 
 * cdef diploid_view_to_sample_init_containers( list mutations, map[double,string] * rmap, list info, const size_t ttl_nsam ):
 */
  /*else*/ {
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__58, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":292
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 * 
 * def view_diploids( object p, list indlist, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":334
 *         raise RuntimeError("view_diploids: unsupported object type")
 * 
 * cdef diploid_view_to_sample_init_containers( list mutations, map[double,string] * rmap, list info, const size_t ttl_nsam ):             # <<<<<<<<<<<<<<
 *     cdef map[double,string].iterator map_itr
 *     cdef char ancestral = '0'
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_init_containers(PyObject *__pyx_v_mutations, std::map<double,std::string>  *__pyx_v_rmap, PyObject *__pyx_v_info, size_t const __pyx_v_ttl_nsam) {
  std::map<double,std::string> ::iterator __pyx_v_map_itr;
  char __pyx_v_ancestral;
  CYTHON_UNUSED PyObject *__pyx_v_rmap_info = NULL;
  PyObject *__pyx_v_mut = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  double __pyx_t_4;
  int __pyx_t_5;
  std::string __pyx_t_6;
  std::pair<double,std::string>  __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("diploid_view_to_sample_init_containers", 0);

  /* "fwdpy/views.pyx":336
 * cdef diploid_view_to_sample_init_containers( list mutations, map[double,string] * rmap, list info, const size_t ttl_nsam ):
 *     cdef map[double,string].iterator map_itr
 *     cdef char ancestral = '0'             # <<<<<<<<<<<<<<
 *     rmap_info = []
 *     for mut in mutations:
 */
  __pyx_v_ancestral = '0';

  /* "fwdpy/views.pyx":337
 *     cdef map[double,string].iterator map_itr
 *     cdef char ancestral = '0'
 *     rmap_info = []             # <<<<<<<<<<<<<<
 *     for mut in mutations:
 *         map_itr = rmap.find(mut['pos'])
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_rmap_info = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":338
 *     cdef char ancestral = '0'
 *     rmap_info = []
 *     for mut in mutations:             # <<<<<<<<<<<<<<
 *         map_itr = rmap.find(mut['pos'])
 *         if map_itr == rmap.end():
 */
  if (unlikely(__pyx_v_mutations == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_mutations; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_mut, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":339
 *     rmap_info = []
 *     for mut in mutations:
 *         map_itr = rmap.find(mut['pos'])             # <<<<<<<<<<<<<<
 *         if map_itr == rmap.end():
 *             rmap.insert( pair[double,string](mut['pos'],string(ttl_nsam,ancestral)) )
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_mut, __pyx_n_s_pos); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __pyx_PyFloat_AsDouble(__pyx_t_3); if (unlikely((__pyx_t_4 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_map_itr = __pyx_v_rmap->find(__pyx_t_4);

    /* "fwdpy/views.pyx":340
 *     for mut in mutations:
 *         map_itr = rmap.find(mut['pos'])
 *         if map_itr == rmap.end():             # <<<<<<<<<<<<<<
 *             rmap.insert( pair[double,string](mut['pos'],string(ttl_nsam,ancestral)) )
 *             info.append(mut)
 */
    __pyx_t_5 = ((__pyx_v_map_itr == __pyx_v_rmap->end()) != 0);
    if (__pyx_t_5) {

      /* "fwdpy/views.pyx":341
 *         map_itr = rmap.find(mut['pos'])
 *         if map_itr == rmap.end():
 *             rmap.insert( pair[double,string](mut['pos'],string(ttl_nsam,ancestral)) )             # <<<<<<<<<<<<<<
 *             info.append(mut)
 *     return info
 */
      __pyx_t_3 = PyObject_GetItem(__pyx_v_mut, __pyx_n_s_pos); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __pyx_PyFloat_AsDouble(__pyx_t_3); if (unlikely((__pyx_t_4 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      try {
        __pyx_t_6 = std::string(__pyx_v_ttl_nsam, __pyx_v_ancestral);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      try {
        __pyx_t_7 = std::pair<double,std::string> (__pyx_t_4, __pyx_t_6);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      try {
        __pyx_v_rmap->insert(__pyx_t_7);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }

      /* "fwdpy/views.pyx":342
 *         if map_itr == rmap.end():
 *             rmap.insert( pair[double,string](mut['pos'],string(ttl_nsam,ancestral)) )
 *             info.append(mut)             # <<<<<<<<<<<<<<
 *     return info
 * 
 */
      if (unlikely(__pyx_v_info == Py_None)) {
        PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "append");
        {__pyx_filename = __pyx_f[3]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_8 = __Pyx_PyList_Append(__pyx_v_info, __pyx_v_mut); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":340
 *     for mut in mutations:
 *         map_itr = rmap.find(mut['pos'])
 *         if map_itr == rmap.end():             # <<<<<<<<<<<<<<
 *             rmap.insert( pair[double,string](mut['pos'],string(ttl_nsam,ancestral)) )
 *             info.append(mut)
 */
    }

    /* "fwdpy/views.pyx":338
 *     cdef char ancestral = '0'
 *     rmap_info = []
 *     for mut in mutations:             # <<<<<<<<<<<<<<
 *         map_itr = rmap.find(mut['pos'])
 *         if map_itr == rmap.end():
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":343
 *             rmap.insert( pair[double,string](mut['pos'],string(ttl_nsam,ancestral)) )
 *             info.append(mut)
 *     return info             # <<<<<<<<<<<<<<
 * 
 * cdef diploid_view_to_sample_fill_containers_details( list mutations, map[double,string] * data, const unsigned offset ):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_info);
  __pyx_r = __pyx_v_info;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":334
 *         raise RuntimeError("view_diploids: unsupported object type")
 * 
 * cdef diploid_view_to_sample_init_containers( list mutations, map[double,string] * rmap, list info, const size_t ttl_nsam ):             # <<<<<<<<<<<<<<
 *     cdef map[double,string].iterator map_itr
 *     cdef char ancestral = '0'
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.diploid_view_to_sample_init_containers", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rmap_info);
  __Pyx_XDECREF(__pyx_v_mut);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":345
 *     return info
 * 
 * cdef diploid_view_to_sample_fill_containers_details( list mutations, map[double,string] * data, const unsigned offset ):             # <<<<<<<<<<<<<<
 *     cdef char derived = '1'
 *     cdef map[double,string].iterator map_itr
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers_details(PyObject *__pyx_v_mutations, std::map<double,std::string>  *__pyx_v_data, unsigned int const __pyx_v_offset) {
  char __pyx_v_derived;
  std::map<double,std::string> ::iterator __pyx_v_map_itr;
  PyObject *__pyx_v_mut = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  double __pyx_t_4;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("diploid_view_to_sample_fill_containers_details", 0);

  /* "fwdpy/views.pyx":346
 * 
 * cdef diploid_view_to_sample_fill_containers_details( list mutations, map[double,string] * data, const unsigned offset ):
 *     cdef char derived = '1'             # <<<<<<<<<<<<<<
 *     cdef map[double,string].iterator map_itr
 *     for mut in mutations:
 */
  __pyx_v_derived = '1';

  /* "fwdpy/views.pyx":348
 *     cdef char derived = '1'
 *     cdef map[double,string].iterator map_itr
 *     for mut in mutations:             # <<<<<<<<<<<<<<
 *         map_itr = data.find(mut['pos'])
 *         if map_itr == data.end():
 */
  if (unlikely(__pyx_v_mutations == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_mutations; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_mut, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":349
 *     cdef map[double,string].iterator map_itr
 *     for mut in mutations:
 *         map_itr = data.find(mut['pos'])             # <<<<<<<<<<<<<<
 *         if map_itr == data.end():
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_mut, __pyx_n_s_pos); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __pyx_PyFloat_AsDouble(__pyx_t_3); if (unlikely((__pyx_t_4 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_map_itr = __pyx_v_data->find(__pyx_t_4);

    /* "fwdpy/views.pyx":350
 *     for mut in mutations:
 *         map_itr = data.find(mut['pos'])
 *         if map_itr == data.end():             # <<<<<<<<<<<<<<
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 *         if offset >= deref(map_itr).second.size():
 */
    __pyx_t_5 = ((__pyx_v_map_itr == __pyx_v_data->end()) != 0);
    if (__pyx_t_5) {

      /* "fwdpy/views.pyx":351
 *         map_itr = data.find(mut['pos'])
 *         if map_itr == data.end():
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")             # <<<<<<<<<<<<<<
 *         if offset >= deref(map_itr).second.size():
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__59, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":350
 *     for mut in mutations:
 *         map_itr = data.find(mut['pos'])
 *         if map_itr == data.end():             # <<<<<<<<<<<<<<
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 *         if offset >= deref(map_itr).second.size():
 */
    }

    /* "fwdpy/views.pyx":352
 *         if map_itr == data.end():
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 *         if offset >= deref(map_itr).second.size():             # <<<<<<<<<<<<<<
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")
 *         deref(map_itr).second[offset]=derived
 */
    __pyx_t_5 = ((__pyx_v_offset >= (*__pyx_v_map_itr).second.size()) != 0);
    if (__pyx_t_5) {

      /* "fwdpy/views.pyx":353
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 *         if offset >= deref(map_itr).second.size():
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")             # <<<<<<<<<<<<<<
 *         deref(map_itr).second[offset]=derived
 * 
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__60, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[3]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "fwdpy/views.pyx":352
 *         if map_itr == data.end():
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 *         if offset >= deref(map_itr).second.size():             # <<<<<<<<<<<<<<
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")
 *         deref(map_itr).second[offset]=derived
 */
    }

    /* "fwdpy/views.pyx":354
 *         if offset >= deref(map_itr).second.size():
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")
 *         deref(map_itr).second[offset]=derived             # <<<<<<<<<<<<<<
 * 
 * cdef diploid_view_to_sample_fill_containers( list view, map[double,string] * neutral, map[double,string] * selected ):
 */
    ((*__pyx_v_map_itr).second[__pyx_v_offset]) = __pyx_v_derived;

    /* "fwdpy/views.pyx":348
 *     cdef char derived = '1'
 *     cdef map[double,string].iterator map_itr
 *     for mut in mutations:             # <<<<<<<<<<<<<<
 *         map_itr = data.find(mut['pos'])
 *         if map_itr == data.end():
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":345
 *     return info
 * 
 * cdef diploid_view_to_sample_fill_containers_details( list mutations, map[double,string] * data, const unsigned offset ):             # <<<<<<<<<<<<<<
 *     cdef char derived = '1'
 *     cdef map[double,string].iterator map_itr
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("fwdpy.fwdpy.diploid_view_to_sample_fill_containers_details", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_mut);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":356
 *         deref(map_itr).second[offset]=derived
 * 
 * cdef diploid_view_to_sample_fill_containers( list view, map[double,string] * neutral, map[double,string] * selected ):             # <<<<<<<<<<<<<<
 *     cdef unsigned I = 0
 *     cdef size_t ttl_nsam = 2*len(view)
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers(PyObject *__pyx_v_view, std::map<double,std::string>  *__pyx_v_neutral, std::map<double,std::string>  *__pyx_v_selected) {
  unsigned int __pyx_v_I;
  CYTHON_UNUSED size_t __pyx_v_ttl_nsam;
  PyObject *__pyx_v_dip = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("diploid_view_to_sample_fill_containers", 0);

  /* "fwdpy/views.pyx":357
 * 
 * cdef diploid_view_to_sample_fill_containers( list view, map[double,string] * neutral, map[double,string] * selected ):
 *     cdef unsigned I = 0             # <<<<<<<<<<<<<<
 *     cdef size_t ttl_nsam = 2*len(view)
 *     for dip in view:
 */
  __pyx_v_I = 0;

  /* "fwdpy/views.pyx":358
 * cdef diploid_view_to_sample_fill_containers( list view, map[double,string] * neutral, map[double,string] * selected ):
 *     cdef unsigned I = 0
 *     cdef size_t ttl_nsam = 2*len(view)             # <<<<<<<<<<<<<<
 *     for dip in view:
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['neutral'],neutral,2*I)
 */
  if (unlikely(__pyx_v_view == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_view); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_ttl_nsam = (2 * __pyx_t_1);

  /* "fwdpy/views.pyx":359
 *     cdef unsigned I = 0
 *     cdef size_t ttl_nsam = 2*len(view)
 *     for dip in view:             # <<<<<<<<<<<<<<
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['neutral'],neutral,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['neutral'],neutral,2*I+1)
 */
  if (unlikely(__pyx_v_view == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __pyx_v_view; __Pyx_INCREF(__pyx_t_2); __pyx_t_1 = 0;
  for (;;) {
    if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_2)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_1); __Pyx_INCREF(__pyx_t_3); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_dip, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":360
 *     cdef size_t ttl_nsam = 2*len(view)
 *     for dip in view:
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['neutral'],neutral,2*I)             # <<<<<<<<<<<<<<
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['neutral'],neutral,2*I+1)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['selected'],selected,2*I)
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom0); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(__pyx_t_3, __pyx_n_s_neutral); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers_details(((PyObject*)__pyx_t_4), __pyx_v_neutral, (2 * __pyx_v_I)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":361
 *     for dip in view:
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['neutral'],neutral,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['neutral'],neutral,2*I+1)             # <<<<<<<<<<<<<<
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['selected'],selected,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['selected'],selected,2*I+1)
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(__pyx_t_3, __pyx_n_s_neutral); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers_details(((PyObject*)__pyx_t_4), __pyx_v_neutral, ((2 * __pyx_v_I) + 1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":362
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['neutral'],neutral,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['neutral'],neutral,2*I+1)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['selected'],selected,2*I)             # <<<<<<<<<<<<<<
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['selected'],selected,2*I+1)
 *         I+=1
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom0); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(__pyx_t_3, __pyx_n_s_selected); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers_details(((PyObject*)__pyx_t_4), __pyx_v_selected, (2 * __pyx_v_I)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":363
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['neutral'],neutral,2*I+1)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['selected'],selected,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['selected'],selected,2*I+1)             # <<<<<<<<<<<<<<
 *         I+=1
 *     if I != len(view):
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(__pyx_t_3, __pyx_n_s_selected); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers_details(((PyObject*)__pyx_t_4), __pyx_v_selected, ((2 * __pyx_v_I) + 1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":364
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['selected'],selected,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['selected'],selected,2*I+1)
 *         I+=1             # <<<<<<<<<<<<<<
 *     if I != len(view):
 *         raise RuntimeError("diploid_view_to_sample_fill_containers: indexing incorrect")
 */
    __pyx_v_I = (__pyx_v_I + 1);

    /* "fwdpy/views.pyx":359
 *     cdef unsigned I = 0
 *     cdef size_t ttl_nsam = 2*len(view)
 *     for dip in view:             # <<<<<<<<<<<<<<
 *         diploid_view_to_sample_fill_containers_details(dip['chrom0']['neutral'],neutral,2*I)
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['neutral'],neutral,2*I+1)
 */
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/views.pyx":365
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['selected'],selected,2*I+1)
 *         I+=1
 *     if I != len(view):             # <<<<<<<<<<<<<<
 *         raise RuntimeError("diploid_view_to_sample_fill_containers: indexing incorrect")
 * 
 */
  if (unlikely(__pyx_v_view == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_view); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_v_I != __pyx_t_1) != 0);
  if (__pyx_t_5) {

    /* "fwdpy/views.pyx":366
 *         I+=1
 *     if I != len(view):
 *         raise RuntimeError("diploid_view_to_sample_fill_containers: indexing incorrect")             # <<<<<<<<<<<<<<
 * 
 * ctypedef vector[pair[double,string]].iterator vec_itr
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__61, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":365
 *         diploid_view_to_sample_fill_containers_details(dip['chrom1']['selected'],selected,2*I+1)
 *         I+=1
 *     if I != len(view):             # <<<<<<<<<<<<<<
 *         raise RuntimeError("diploid_view_to_sample_fill_containers: indexing incorrect")
 * 
 */
  }

  /* "fwdpy/views.pyx":356
 *         deref(map_itr).second[offset]=derived
 * 
 * cdef diploid_view_to_sample_fill_containers( list view, map[double,string] * neutral, map[double,string] * selected ):             # <<<<<<<<<<<<<<
 *     cdef unsigned I = 0
 *     cdef size_t ttl_nsam = 2*len(view)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("fwdpy.fwdpy.diploid_view_to_sample_fill_containers", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_dip);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":373
 * 
 * #This doesn't appear to actually move, but it is cool that it compiles!
 * cdef copy_map( map[double,string] & m, vector[pair[double,string]] & v):             # <<<<<<<<<<<<<<
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))
 * 
 */

static PyObject *__pyx_f_5fwdpy_5fwdpy_copy_map(std::map<double,std::string>  &__pyx_v_m, std::vector<std::pair<double,std::string> >  &__pyx_v_v) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy_map", 0);

  /* "fwdpy/views.pyx":374
 * #This doesn't appear to actually move, but it is cool that it compiles!
 * cdef copy_map( map[double,string] & m, vector[pair[double,string]] & v):
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))             # <<<<<<<<<<<<<<
 * 
 * def diploid_view_to_sample(list view):
 */
  std::move<std::map<double,std::string> ::iterator,__pyx_t_5fwdpy_5fwdpy_back_insert_itr>(__pyx_v_m.begin(), __pyx_v_m.end(), std::back_inserter<__pyx_t_5fwdpy_5fwdpy_fwdpy_sample_t>(__pyx_v_v));

  /* "fwdpy/views.pyx":373
 * 
 * #This doesn't appear to actually move, but it is cool that it compiles!
 * cdef copy_map( map[double,string] & m, vector[pair[double,string]] & v):             # <<<<<<<<<<<<<<
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":376
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))
 * 
 * def diploid_view_to_sample(list view):             # <<<<<<<<<<<<<<
 *     """
 *     Convert a "view" of diploids into the data types returned from :func:`fwdpy.fwdpy.get_samples`
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_63diploid_view_to_sample(PyObject *__pyx_self, PyObject *__pyx_v_view); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_62diploid_view_to_sample[] = "\n    Convert a \"view\" of diploids into the data types returned from :func:`fwdpy.fwdpy.get_samples`\n    \n    :param view: An object returned by :func:`fwdpy.fwdpy.view_diploids`\n\n    :return: A dict.  See Note\n\n    :rtype: dict\n\n    .. note:: The return value is a dict containing two lists of tuples ('neutral', and 'selected')  These lists are the same format \n       as objects returned by :func:`fwdpy.fwdpy.get_samples`.  The dict also contains 'neutral_info' and 'selected_info', which are\n       pandas.DataFrame objects with the information about the mutations present in the other two lists.\n\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_63diploid_view_to_sample = {"diploid_view_to_sample", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_63diploid_view_to_sample, METH_O, __pyx_doc_5fwdpy_5fwdpy_62diploid_view_to_sample};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_63diploid_view_to_sample(PyObject *__pyx_self, PyObject *__pyx_v_view) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("diploid_view_to_sample (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_view), (&PyList_Type), 1, "view", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_62diploid_view_to_sample(__pyx_self, ((PyObject*)__pyx_v_view));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_62diploid_view_to_sample(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_view) {
  size_t __pyx_v_ttl_nsam;
  std::map<double,std::string>  __pyx_v_neutral;
  std::map<double,std::string>  __pyx_v_selected;
  PyObject *__pyx_v_neutral_info = NULL;
  PyObject *__pyx_v_selected_info = NULL;
  CYTHON_UNUSED char __pyx_v_ancestral;
  CYTHON_UNUSED char __pyx_v_derived;
  PyObject *__pyx_v_dip = NULL;
  unsigned int __pyx_v_size_;
  std::vector<std::pair<double,std::string> >  __pyx_v_vneutral;
  std::vector<std::pair<double,std::string> >  __pyx_v_vselected;
  PyObject *__pyx_v_neutral_df = NULL;
  PyObject *__pyx_v_selected_df = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("diploid_view_to_sample", 0);

  /* "fwdpy/views.pyx":391
 * 
 *     """
 *     cdef size_t ttl_nsam = 2*len(view)             # <<<<<<<<<<<<<<
 *     if ttl_nsam == 0:
 *         return []
 */
  if (unlikely(__pyx_v_view == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_view); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_ttl_nsam = (2 * __pyx_t_1);

  /* "fwdpy/views.pyx":392
 *     """
 *     cdef size_t ttl_nsam = 2*len(view)
 *     if ttl_nsam == 0:             # <<<<<<<<<<<<<<
 *         return []
 * 
 */
  __pyx_t_2 = ((__pyx_v_ttl_nsam == 0) != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":393
 *     cdef size_t ttl_nsam = 2*len(view)
 *     if ttl_nsam == 0:
 *         return []             # <<<<<<<<<<<<<<
 * 
 *     cdef map[double,string] neutral
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":392
 *     """
 *     cdef size_t ttl_nsam = 2*len(view)
 *     if ttl_nsam == 0:             # <<<<<<<<<<<<<<
 *         return []
 * 
 */
  }

  /* "fwdpy/views.pyx":398
 *     cdef map[double,string] selected
 *     cdef map[double,string].iterator map_itr
 *     neutral_info = []             # <<<<<<<<<<<<<<
 *     selected_info = []
 *     cdef char ancestral = '0'
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_neutral_info = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":399
 *     cdef map[double,string].iterator map_itr
 *     neutral_info = []
 *     selected_info = []             # <<<<<<<<<<<<<<
 *     cdef char ancestral = '0'
 *     cdef char derived = '0'
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_selected_info = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":400
 *     neutral_info = []
 *     selected_info = []
 *     cdef char ancestral = '0'             # <<<<<<<<<<<<<<
 *     cdef char derived = '0'
 *     for dip in view:
 */
  __pyx_v_ancestral = '0';

  /* "fwdpy/views.pyx":401
 *     selected_info = []
 *     cdef char ancestral = '0'
 *     cdef char derived = '0'             # <<<<<<<<<<<<<<
 *     for dip in view:
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom0']['neutral'],&neutral,neutral_info,ttl_nsam)
 */
  __pyx_v_derived = '0';

  /* "fwdpy/views.pyx":402
 *     cdef char ancestral = '0'
 *     cdef char derived = '0'
 *     for dip in view:             # <<<<<<<<<<<<<<
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom0']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom1']['neutral'],&neutral,neutral_info,ttl_nsam)
 */
  if (unlikely(__pyx_v_view == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_3 = __pyx_v_view; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0;
  for (;;) {
    if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_4 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_4); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_dip, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":403
 *     cdef char derived = '0'
 *     for dip in view:
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom0']['neutral'],&neutral,neutral_info,ttl_nsam)             # <<<<<<<<<<<<<<
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom1']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom0']['selected'],&selected,selected_info,ttl_nsam)
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom0); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyObject_GetItem(__pyx_t_4, __pyx_n_s_neutral); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_5)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!(likely(PyList_CheckExact(__pyx_v_neutral_info))||((__pyx_v_neutral_info) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_v_neutral_info)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_init_containers(((PyObject*)__pyx_t_5), (&__pyx_v_neutral), ((PyObject*)__pyx_v_neutral_info), __pyx_v_ttl_nsam); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_neutral_info, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":404
 *     for dip in view:
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom0']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom1']['neutral'],&neutral,neutral_info,ttl_nsam)             # <<<<<<<<<<<<<<
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom0']['selected'],&selected,selected_info,ttl_nsam)
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom1']['selected'],&selected,selected_info,ttl_nsam)
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom1); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyObject_GetItem(__pyx_t_4, __pyx_n_s_neutral); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_5)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!(likely(PyList_CheckExact(__pyx_v_neutral_info))||((__pyx_v_neutral_info) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_v_neutral_info)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_init_containers(((PyObject*)__pyx_t_5), (&__pyx_v_neutral), ((PyObject*)__pyx_v_neutral_info), __pyx_v_ttl_nsam); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_neutral_info, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":405
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom0']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom1']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom0']['selected'],&selected,selected_info,ttl_nsam)             # <<<<<<<<<<<<<<
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom1']['selected'],&selected,selected_info,ttl_nsam)
 *     cdef unsigned size_ = len(neutral_info)
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom0); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyObject_GetItem(__pyx_t_4, __pyx_n_s_selected); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_5)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!(likely(PyList_CheckExact(__pyx_v_selected_info))||((__pyx_v_selected_info) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_v_selected_info)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_init_containers(((PyObject*)__pyx_t_5), (&__pyx_v_selected), ((PyObject*)__pyx_v_selected_info), __pyx_v_ttl_nsam); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_selected_info, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":406
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom1']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom0']['selected'],&selected,selected_info,ttl_nsam)
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom1']['selected'],&selected,selected_info,ttl_nsam)             # <<<<<<<<<<<<<<
 *     cdef unsigned size_ = len(neutral_info)
 *     if neutral.size() != size_:
 */
    __pyx_t_4 = PyObject_GetItem(__pyx_v_dip, __pyx_n_s_chrom1); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyObject_GetItem(__pyx_t_4, __pyx_n_s_selected); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (!(likely(PyList_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_5)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!(likely(PyList_CheckExact(__pyx_v_selected_info))||((__pyx_v_selected_info) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_v_selected_info)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_init_containers(((PyObject*)__pyx_t_5), (&__pyx_v_selected), ((PyObject*)__pyx_v_selected_info), __pyx_v_ttl_nsam); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_selected_info, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":402
 *     cdef char ancestral = '0'
 *     cdef char derived = '0'
 *     for dip in view:             # <<<<<<<<<<<<<<
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom0']['neutral'],&neutral,neutral_info,ttl_nsam)
 *         neutral_info = diploid_view_to_sample_init_containers(dip['chrom1']['neutral'],&neutral,neutral_info,ttl_nsam)
 */
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":407
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom0']['selected'],&selected,selected_info,ttl_nsam)
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom1']['selected'],&selected,selected_info,ttl_nsam)
 *     cdef unsigned size_ = len(neutral_info)             # <<<<<<<<<<<<<<
 *     if neutral.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_neutral_info); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_size_ = __pyx_t_1;

  /* "fwdpy/views.pyx":408
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom1']['selected'],&selected,selected_info,ttl_nsam)
 *     cdef unsigned size_ = len(neutral_info)
 *     if neutral.size() != size_:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")
 *     size_ = len(selected_info)
 */
  __pyx_t_2 = ((__pyx_v_neutral.size() != __pyx_v_size_) != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":409
 *     cdef unsigned size_ = len(neutral_info)
 *     if neutral.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")             # <<<<<<<<<<<<<<
 *     size_ = len(selected_info)
 *     if selected.size() != size_:
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__62, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":408
 *         selected_info = diploid_view_to_sample_init_containers(dip['chrom1']['selected'],&selected,selected_info,ttl_nsam)
 *     cdef unsigned size_ = len(neutral_info)
 *     if neutral.size() != size_:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")
 *     size_ = len(selected_info)
 */
  }

  /* "fwdpy/views.pyx":410
 *     if neutral.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")
 *     size_ = len(selected_info)             # <<<<<<<<<<<<<<
 *     if selected.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for selected mutations")
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_selected_info); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_size_ = __pyx_t_1;

  /* "fwdpy/views.pyx":411
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")
 *     size_ = len(selected_info)
 *     if selected.size() != size_:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("diploid_view: unequal container sizes for selected mutations")
 *     diploid_view_to_sample_fill_containers(view,&neutral,&selected)
 */
  __pyx_t_2 = ((__pyx_v_selected.size() != __pyx_v_size_) != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":412
 *     size_ = len(selected_info)
 *     if selected.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for selected mutations")             # <<<<<<<<<<<<<<
 *     diploid_view_to_sample_fill_containers(view,&neutral,&selected)
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__63, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "fwdpy/views.pyx":411
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")
 *     size_ = len(selected_info)
 *     if selected.size() != size_:             # <<<<<<<<<<<<<<
 *         raise RuntimeError("diploid_view: unequal container sizes for selected mutations")
 *     diploid_view_to_sample_fill_containers(view,&neutral,&selected)
 */
  }

  /* "fwdpy/views.pyx":413
 *     if selected.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for selected mutations")
 *     diploid_view_to_sample_fill_containers(view,&neutral,&selected)             # <<<<<<<<<<<<<<
 * 
 *     ##Now, we convert from maps to vectors.
 */
  __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_diploid_view_to_sample_fill_containers(__pyx_v_view, (&__pyx_v_neutral), (&__pyx_v_selected)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":419
 *     cdef vector[pair[double,string]] vneutral
 *     cdef vector[pair[double,string]] vselected
 *     copy_map(neutral,vneutral)             # <<<<<<<<<<<<<<
 *     copy_map(selected,vselected)
 * 
 */
  __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_copy_map(__pyx_v_neutral, __pyx_v_vneutral); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":420
 *     cdef vector[pair[double,string]] vselected
 *     copy_map(neutral,vneutral)
 *     copy_map(selected,vselected)             # <<<<<<<<<<<<<<
 * 
 *     neutral_df = pd.DataFrame()
 */
  __pyx_t_3 = __pyx_f_5fwdpy_5fwdpy_copy_map(__pyx_v_selected, __pyx_v_vselected); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":422
 *     copy_map(selected,vselected)
 * 
 *     neutral_df = pd.DataFrame()             # <<<<<<<<<<<<<<
 *     if len(neutral_info)>0:
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  } else {
    __pyx_t_3 = __Pyx_PyObject_CallNoArg(__pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_neutral_df = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":423
 * 
 *     neutral_df = pd.DataFrame()
 *     if len(neutral_info)>0:             # <<<<<<<<<<<<<<
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])
 *         neutral_df['index']=list(range(len(neutral_df.index)))
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_neutral_info); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = ((__pyx_t_1 > 0) != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":424
 *     neutral_df = pd.DataFrame()
 *     if len(neutral_info)>0:
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])             # <<<<<<<<<<<<<<
 *         neutral_df['index']=list(range(len(neutral_df.index)))
 *         neutral_df = neutral_df.set_index('index')
 */
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_concat); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyList_New(0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (likely(PyList_CheckExact(__pyx_v_neutral_info)) || PyTuple_CheckExact(__pyx_v_neutral_info)) {
      __pyx_t_6 = __pyx_v_neutral_info; __Pyx_INCREF(__pyx_t_6); __pyx_t_1 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_1 = -1; __pyx_t_6 = PyObject_GetIter(__pyx_v_neutral_info); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    for (;;) {
      if (likely(!__pyx_t_7)) {
        if (likely(PyList_CheckExact(__pyx_t_6))) {
          if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_6)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_8 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_1); __Pyx_INCREF(__pyx_t_8); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_8 = PySequence_ITEM(__pyx_t_6, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          #endif
        } else {
          if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_6)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_8 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_1); __Pyx_INCREF(__pyx_t_8); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_8 = PySequence_ITEM(__pyx_t_6, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          #endif
        }
      } else {
        __pyx_t_8 = __pyx_t_7(__pyx_t_6);
        if (unlikely(!__pyx_t_8)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_8);
      }
      __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_8);
      __pyx_t_8 = 0;
      __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_i);
      __Pyx_GIVEREF(__pyx_v_i);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_i);
      __pyx_t_10 = PyDict_New(); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __pyx_t_11 = PyList_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_11);
      __Pyx_INCREF(__pyx_int_0);
      __Pyx_GIVEREF(__pyx_int_0);
      PyList_SET_ITEM(__pyx_t_11, 0, __pyx_int_0);
      if (PyDict_SetItem(__pyx_t_10, __pyx_n_s_index, __pyx_t_11) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __pyx_t_11 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_t_8, __pyx_t_10); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_11);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      if (unlikely(__Pyx_ListComp_Append(__pyx_t_5, (PyObject*)__pyx_t_11))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_11);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_11, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_neutral_df, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":425
 *     if len(neutral_info)>0:
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])
 *         neutral_df['index']=list(range(len(neutral_df.index)))             # <<<<<<<<<<<<<<
 *         neutral_df = neutral_df.set_index('index')
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_neutral_df, __pyx_n_s_index); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PySequence_List(__pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(PyObject_SetItem(__pyx_v_neutral_df, __pyx_n_s_index, __pyx_t_4) < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":426
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])
 *         neutral_df['index']=list(range(len(neutral_df.index)))
 *         neutral_df = neutral_df.set_index('index')             # <<<<<<<<<<<<<<
 * 
 *     selected_df = pd.DataFrame()
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_neutral_df, __pyx_n_s_set_index); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__64, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_neutral_df, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":423
 * 
 *     neutral_df = pd.DataFrame()
 *     if len(neutral_info)>0:             # <<<<<<<<<<<<<<
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])
 *         neutral_df['index']=list(range(len(neutral_df.index)))
 */
  }

  /* "fwdpy/views.pyx":428
 *         neutral_df = neutral_df.set_index('index')
 * 
 *     selected_df = pd.DataFrame()             # <<<<<<<<<<<<<<
 *     if len(selected_info)>0:
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_11))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_11);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_11);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_11, function);
    }
  }
  if (__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_11, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  } else {
    __pyx_t_3 = __Pyx_PyObject_CallNoArg(__pyx_t_11); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  __pyx_v_selected_df = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "fwdpy/views.pyx":429
 * 
 *     selected_df = pd.DataFrame()
 *     if len(selected_info)>0:             # <<<<<<<<<<<<<<
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])
 *         selected_df['index']=list(range(len(selected_df.index)))
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_selected_info); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 429; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = ((__pyx_t_1 > 0) != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":430
 *     selected_df = pd.DataFrame()
 *     if len(selected_info)>0:
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])             # <<<<<<<<<<<<<<
 *         selected_df['index']=list(range(len(selected_df.index)))
 *         selected_df = selected_df.set_index('index')
 */
    __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_11);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_concat); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    __pyx_t_11 = PyList_New(0); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_11);
    if (likely(PyList_CheckExact(__pyx_v_selected_info)) || PyTuple_CheckExact(__pyx_v_selected_info)) {
      __pyx_t_5 = __pyx_v_selected_info; __Pyx_INCREF(__pyx_t_5); __pyx_t_1 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_1 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_v_selected_info); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_7 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    for (;;) {
      if (likely(!__pyx_t_7)) {
        if (likely(PyList_CheckExact(__pyx_t_5))) {
          if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_6 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_6); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        } else {
          if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_6); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        }
      } else {
        __pyx_t_6 = __pyx_t_7(__pyx_t_5);
        if (unlikely(!__pyx_t_6)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_6);
      }
      __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_6);
      __pyx_t_6 = 0;
      __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_INCREF(__pyx_v_i);
      __Pyx_GIVEREF(__pyx_v_i);
      PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_i);
      __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = PyList_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_INCREF(__pyx_int_0);
      __Pyx_GIVEREF(__pyx_int_0);
      PyList_SET_ITEM(__pyx_t_9, 0, __pyx_int_0);
      if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_index, __pyx_t_9) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_6, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(__Pyx_ListComp_Append(__pyx_t_11, (PyObject*)__pyx_t_9))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_11); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_9 = PyTuple_New(1+1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_GIVEREF(__pyx_t_11);
      PyTuple_SET_ITEM(__pyx_t_9, 0+1, __pyx_t_11);
      __pyx_t_11 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_9, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_selected_df, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":431
 *     if len(selected_info)>0:
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])
 *         selected_df['index']=list(range(len(selected_df.index)))             # <<<<<<<<<<<<<<
 *         selected_df = selected_df.set_index('index')
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_selected_df, __pyx_n_s_index); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PySequence_List(__pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(PyObject_SetItem(__pyx_v_selected_df, __pyx_n_s_index, __pyx_t_4) < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "fwdpy/views.pyx":432
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])
 *         selected_df['index']=list(range(len(selected_df.index)))
 *         selected_df = selected_df.set_index('index')             # <<<<<<<<<<<<<<
 * 
 *     return {'neutral':vneutral,'selected':vselected,'neutral_info':neutral_df,'selected_info':selected_df}
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_selected_df, __pyx_n_s_set_index); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__65, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_selected_df, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "fwdpy/views.pyx":429
 * 
 *     selected_df = pd.DataFrame()
 *     if len(selected_info)>0:             # <<<<<<<<<<<<<<
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])
 *         selected_df['index']=list(range(len(selected_df.index)))
 */
  }

  /* "fwdpy/views.pyx":434
 *         selected_df = selected_df.set_index('index')
 * 
 *     return {'neutral':vneutral,'selected':vselected,'neutral_info':neutral_df,'selected_info':selected_df}             # <<<<<<<<<<<<<<
 * 
 * cdef struct diploid_view_data:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(__pyx_v_vneutral); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_neutral, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(__pyx_v_vselected); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_selected, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_neutral_info, __pyx_v_neutral_df) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_selected_info, __pyx_v_selected_df) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":376
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))
 * 
 * def diploid_view_to_sample(list view):             # <<<<<<<<<<<<<<
 *     """
 *     Convert a "view" of diploids into the data types returned from :func:`fwdpy.fwdpy.get_samples`
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("fwdpy.fwdpy.diploid_view_to_sample", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_neutral_info);
  __Pyx_XDECREF(__pyx_v_selected_info);
  __Pyx_XDECREF(__pyx_v_dip);
  __Pyx_XDECREF(__pyx_v_neutral_df);
  __Pyx_XDECREF(__pyx_v_selected_df);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":440
 *     vector[unsigned] n,g,ind,chrom
 * 
 * cdef void resize_dip_view_data( diploid_view_data & dv, unsigned nr ) nogil:             # <<<<<<<<<<<<<<
 *     dv.s.resize(nr)
 *     dv.h.resize(nr)
 */

static void __pyx_f_5fwdpy_5fwdpy_resize_dip_view_data(struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data &__pyx_v_dv, unsigned int __pyx_v_nr) {
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "fwdpy/views.pyx":441
 * 
 * cdef void resize_dip_view_data( diploid_view_data & dv, unsigned nr ) nogil:
 *     dv.s.resize(nr)             # <<<<<<<<<<<<<<
 *     dv.h.resize(nr)
 *     dv.n.resize(nr)
 */
  try {
    __pyx_v_dv.s.resize(__pyx_v_nr);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 441; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":442
 * cdef void resize_dip_view_data( diploid_view_data & dv, unsigned nr ) nogil:
 *     dv.s.resize(nr)
 *     dv.h.resize(nr)             # <<<<<<<<<<<<<<
 *     dv.n.resize(nr)
 *     dv.g.resize(nr)
 */
  try {
    __pyx_v_dv.h.resize(__pyx_v_nr);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 442; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":443
 *     dv.s.resize(nr)
 *     dv.h.resize(nr)
 *     dv.n.resize(nr)             # <<<<<<<<<<<<<<
 *     dv.g.resize(nr)
 *     dv.ind.resize(nr)
 */
  try {
    __pyx_v_dv.n.resize(__pyx_v_nr);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":444
 *     dv.h.resize(nr)
 *     dv.n.resize(nr)
 *     dv.g.resize(nr)             # <<<<<<<<<<<<<<
 *     dv.ind.resize(nr)
 *     dv.chrom.resize(nr)
 */
  try {
    __pyx_v_dv.g.resize(__pyx_v_nr);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":445
 *     dv.n.resize(nr)
 *     dv.g.resize(nr)
 *     dv.ind.resize(nr)             # <<<<<<<<<<<<<<
 *     dv.chrom.resize(nr)
 * 
 */
  try {
    __pyx_v_dv.ind.resize(__pyx_v_nr);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":446
 *     dv.g.resize(nr)
 *     dv.ind.resize(nr)
 *     dv.chrom.resize(nr)             # <<<<<<<<<<<<<<
 * 
 * cdef unsigned fill_dip_view_data( vector[popgen_mut_data].iterator gbeg,
 */
  try {
    __pyx_v_dv.chrom.resize(__pyx_v_nr);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":440
 *     vector[unsigned] n,g,ind,chrom
 * 
 * cdef void resize_dip_view_data( diploid_view_data & dv, unsigned nr ) nogil:             # <<<<<<<<<<<<<<
 *     dv.s.resize(nr)
 *     dv.h.resize(nr)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("fwdpy.fwdpy.resize_dip_view_data", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 1);
  __pyx_L0:;
}

/* "fwdpy/views.pyx":448
 *     dv.chrom.resize(nr)
 * 
 * cdef unsigned fill_dip_view_data( vector[popgen_mut_data].iterator gbeg,             # <<<<<<<<<<<<<<
 *                                   vector[popgen_mut_data].iterator gend,
 *                                   diploid_view_data & rv,
 */

static unsigned int __pyx_f_5fwdpy_5fwdpy_fill_dip_view_data(std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> ::iterator __pyx_v_gbeg, std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> ::iterator __pyx_v_gend, struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data &__pyx_v_rv, unsigned int const __pyx_v_ROW, unsigned int const __pyx_v_IND, unsigned int const __pyx_v_ch) {
  unsigned int __pyx_v_R;
  unsigned int __pyx_r;
  int __pyx_t_1;
  double __pyx_t_2;
  unsigned int __pyx_t_3;

  /* "fwdpy/views.pyx":454
 *                                   const unsigned IND,
 *                                   const unsigned ch) nogil:
 *    cdef unsigned R=ROW             # <<<<<<<<<<<<<<
 *    while gbeg != gend:
 *        rv.s[R] = deref(gbeg).s
 */
  __pyx_v_R = __pyx_v_ROW;

  /* "fwdpy/views.pyx":455
 *                                   const unsigned ch) nogil:
 *    cdef unsigned R=ROW
 *    while gbeg != gend:             # <<<<<<<<<<<<<<
 *        rv.s[R] = deref(gbeg).s
 *        rv.h[R] = deref(gbeg).h
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_gbeg != __pyx_v_gend) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":456
 *    cdef unsigned R=ROW
 *    while gbeg != gend:
 *        rv.s[R] = deref(gbeg).s             # <<<<<<<<<<<<<<
 *        rv.h[R] = deref(gbeg).h
 *        rv.n[R] = deref(gbeg).n
 */
    __pyx_t_2 = (*__pyx_v_gbeg).s;
    (__pyx_v_rv.s[__pyx_v_R]) = __pyx_t_2;

    /* "fwdpy/views.pyx":457
 *    while gbeg != gend:
 *        rv.s[R] = deref(gbeg).s
 *        rv.h[R] = deref(gbeg).h             # <<<<<<<<<<<<<<
 *        rv.n[R] = deref(gbeg).n
 *        rv.g[R] = deref(gbeg).g
 */
    __pyx_t_2 = (*__pyx_v_gbeg).h;
    (__pyx_v_rv.h[__pyx_v_R]) = __pyx_t_2;

    /* "fwdpy/views.pyx":458
 *        rv.s[R] = deref(gbeg).s
 *        rv.h[R] = deref(gbeg).h
 *        rv.n[R] = deref(gbeg).n             # <<<<<<<<<<<<<<
 *        rv.g[R] = deref(gbeg).g
 *        rv.ind[R]=IND
 */
    __pyx_t_3 = (*__pyx_v_gbeg).n;
    (__pyx_v_rv.n[__pyx_v_R]) = __pyx_t_3;

    /* "fwdpy/views.pyx":459
 *        rv.h[R] = deref(gbeg).h
 *        rv.n[R] = deref(gbeg).n
 *        rv.g[R] = deref(gbeg).g             # <<<<<<<<<<<<<<
 *        rv.ind[R]=IND
 *        rv.chrom[R]=ch
 */
    __pyx_t_3 = (*__pyx_v_gbeg).g;
    (__pyx_v_rv.g[__pyx_v_R]) = __pyx_t_3;

    /* "fwdpy/views.pyx":460
 *        rv.n[R] = deref(gbeg).n
 *        rv.g[R] = deref(gbeg).g
 *        rv.ind[R]=IND             # <<<<<<<<<<<<<<
 *        rv.chrom[R]=ch
 *        R+=1
 */
    (__pyx_v_rv.ind[__pyx_v_R]) = __pyx_v_IND;

    /* "fwdpy/views.pyx":461
 *        rv.g[R] = deref(gbeg).g
 *        rv.ind[R]=IND
 *        rv.chrom[R]=ch             # <<<<<<<<<<<<<<
 *        R+=1
 *        inc(gbeg)
 */
    (__pyx_v_rv.chrom[__pyx_v_R]) = __pyx_v_ch;

    /* "fwdpy/views.pyx":462
 *        rv.ind[R]=IND
 *        rv.chrom[R]=ch
 *        R+=1             # <<<<<<<<<<<<<<
 *        inc(gbeg)
 *    return R
 */
    __pyx_v_R = (__pyx_v_R + 1);

    /* "fwdpy/views.pyx":463
 *        rv.chrom[R]=ch
 *        R+=1
 *        inc(gbeg)             # <<<<<<<<<<<<<<
 *    return R
 * 
 */
    (__pyx_v_gbeg++);
  }

  /* "fwdpy/views.pyx":464
 *        R+=1
 *        inc(gbeg)
 *    return R             # <<<<<<<<<<<<<<
 * 
 * cdef diploid_view_data view_diploids_pd_details(const singlepop_t * pop,
 */
  __pyx_r = __pyx_v_R;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":448
 *     dv.chrom.resize(nr)
 * 
 * cdef unsigned fill_dip_view_data( vector[popgen_mut_data].iterator gbeg,             # <<<<<<<<<<<<<<
 *                                   vector[popgen_mut_data].iterator gend,
 *                                   diploid_view_data & rv,
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "fwdpy/views.pyx":466
 *    return R
 * 
 * cdef diploid_view_data view_diploids_pd_details(const singlepop_t * pop,             # <<<<<<<<<<<<<<
 *                                                 const vector[unsigned] & indlist,
 *                                                 bint selectedOnly) nogil:
 */

static struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data __pyx_f_5fwdpy_5fwdpy_view_diploids_pd_details(fwdpy::singlepop_t const *__pyx_v_pop, std::vector<unsigned int>  const &__pyx_v_indlist, int __pyx_v_selectedOnly) {
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  __pyx_v_v;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data> ::iterator __pyx_v_beg;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data> ::iterator __pyx_v_end;
  unsigned int __pyx_v_nr;
  CYTHON_UNUSED struct __pyx_t_5fwdpy_5fwdpy_diploid_data __pyx_v_dd;
  struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data __pyx_v_rv;
  unsigned int __pyx_v_ROW;
  unsigned int __pyx_v_IND;
  struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data __pyx_r;
  int __pyx_t_1;

  /* "fwdpy/views.pyx":469
 *                                                 const vector[unsigned] & indlist,
 *                                                 bint selectedOnly) nogil:
 *     cdef vector[diploid_data] v = view_diploids_details(pop.diploids,             # <<<<<<<<<<<<<<
 *                                                         pop.gametes,
 *                                                         pop.mutations,
 */
  __pyx_v_v = __pyx_f_5fwdpy_5fwdpy_view_diploids_details(__pyx_v_pop->diploids, __pyx_v_pop->gametes, __pyx_v_pop->mutations, __pyx_v_pop->mcounts, __pyx_v_indlist);

  /* "fwdpy/views.pyx":475
 *                                                         indlist)
 *     cdef vector[diploid_data].iterator beg,end
 *     beg = v.begin()             # <<<<<<<<<<<<<<
 *     end = v.end()
 *     cdef unsigned nr = 0
 */
  __pyx_v_beg = __pyx_v_v.begin();

  /* "fwdpy/views.pyx":476
 *     cdef vector[diploid_data].iterator beg,end
 *     beg = v.begin()
 *     end = v.end()             # <<<<<<<<<<<<<<
 *     cdef unsigned nr = 0
 * 
 */
  __pyx_v_end = __pyx_v_v.end();

  /* "fwdpy/views.pyx":477
 *     beg = v.begin()
 *     end = v.end()
 *     cdef unsigned nr = 0             # <<<<<<<<<<<<<<
 * 
 *     #Determine length of vectors that we'll need
 */
  __pyx_v_nr = 0;

  /* "fwdpy/views.pyx":480
 * 
 *     #Determine length of vectors that we'll need
 *     while beg != end:             # <<<<<<<<<<<<<<
 *         dd = deref(beg)
 *         if selectedOnly == False:
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_beg != __pyx_v_end) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":481
 *     #Determine length of vectors that we'll need
 *     while beg != end:
 *         dd = deref(beg)             # <<<<<<<<<<<<<<
 *         if selectedOnly == False:
 *             nr += deref(beg).chrom0.neutral.size()
 */
    __pyx_v_dd = (*__pyx_v_beg);

    /* "fwdpy/views.pyx":482
 *     while beg != end:
 *         dd = deref(beg)
 *         if selectedOnly == False:             # <<<<<<<<<<<<<<
 *             nr += deref(beg).chrom0.neutral.size()
 *             nr += deref(beg).chrom1.neutral.size()
 */
    __pyx_t_1 = ((__pyx_v_selectedOnly == 0) != 0);
    if (__pyx_t_1) {

      /* "fwdpy/views.pyx":483
 *         dd = deref(beg)
 *         if selectedOnly == False:
 *             nr += deref(beg).chrom0.neutral.size()             # <<<<<<<<<<<<<<
 *             nr += deref(beg).chrom1.neutral.size()
 *         nr += deref(beg).chrom0.selected.size()
 */
      __pyx_v_nr = (__pyx_v_nr + (*__pyx_v_beg).chrom0.neutral.size());

      /* "fwdpy/views.pyx":484
 *         if selectedOnly == False:
 *             nr += deref(beg).chrom0.neutral.size()
 *             nr += deref(beg).chrom1.neutral.size()             # <<<<<<<<<<<<<<
 *         nr += deref(beg).chrom0.selected.size()
 *         nr += deref(beg).chrom1.selected.size()
 */
      __pyx_v_nr = (__pyx_v_nr + (*__pyx_v_beg).chrom1.neutral.size());

      /* "fwdpy/views.pyx":482
 *     while beg != end:
 *         dd = deref(beg)
 *         if selectedOnly == False:             # <<<<<<<<<<<<<<
 *             nr += deref(beg).chrom0.neutral.size()
 *             nr += deref(beg).chrom1.neutral.size()
 */
    }

    /* "fwdpy/views.pyx":485
 *             nr += deref(beg).chrom0.neutral.size()
 *             nr += deref(beg).chrom1.neutral.size()
 *         nr += deref(beg).chrom0.selected.size()             # <<<<<<<<<<<<<<
 *         nr += deref(beg).chrom1.selected.size()
 *         inc(beg)
 */
    __pyx_v_nr = (__pyx_v_nr + (*__pyx_v_beg).chrom0.selected.size());

    /* "fwdpy/views.pyx":486
 *             nr += deref(beg).chrom1.neutral.size()
 *         nr += deref(beg).chrom0.selected.size()
 *         nr += deref(beg).chrom1.selected.size()             # <<<<<<<<<<<<<<
 *         inc(beg)
 *     #Construct and size return value
 */
    __pyx_v_nr = (__pyx_v_nr + (*__pyx_v_beg).chrom1.selected.size());

    /* "fwdpy/views.pyx":487
 *         nr += deref(beg).chrom0.selected.size()
 *         nr += deref(beg).chrom1.selected.size()
 *         inc(beg)             # <<<<<<<<<<<<<<
 *     #Construct and size return value
 *     cdef diploid_view_data rv
 */
    (__pyx_v_beg++);
  }

  /* "fwdpy/views.pyx":490
 *     #Construct and size return value
 *     cdef diploid_view_data rv
 *     resize_dip_view_data(rv,nr)             # <<<<<<<<<<<<<<
 * 
 *     #Fill the return value
 */
  __pyx_f_5fwdpy_5fwdpy_resize_dip_view_data(__pyx_v_rv, __pyx_v_nr);

  /* "fwdpy/views.pyx":493
 * 
 *     #Fill the return value
 *     beg = v.begin()             # <<<<<<<<<<<<<<
 *     end = v.end()
 *     cdef:
 */
  __pyx_v_beg = __pyx_v_v.begin();

  /* "fwdpy/views.pyx":494
 *     #Fill the return value
 *     beg = v.begin()
 *     end = v.end()             # <<<<<<<<<<<<<<
 *     cdef:
 *         unsigned ROW=0
 */
  __pyx_v_end = __pyx_v_v.end();

  /* "fwdpy/views.pyx":496
 *     end = v.end()
 *     cdef:
 *         unsigned ROW=0             # <<<<<<<<<<<<<<
 *         unsigned IND=0
 *     while beg != end:
 */
  __pyx_v_ROW = 0;

  /* "fwdpy/views.pyx":497
 *     cdef:
 *         unsigned ROW=0
 *         unsigned IND=0             # <<<<<<<<<<<<<<
 *     while beg != end:
 *         if selectedOnly == False:
 */
  __pyx_v_IND = 0;

  /* "fwdpy/views.pyx":498
 *         unsigned ROW=0
 *         unsigned IND=0
 *     while beg != end:             # <<<<<<<<<<<<<<
 *         if selectedOnly == False:
 *             ROW=fill_dip_view_data(deref(beg).chrom0.neutral.begin(),deref(beg).chrom0.neutral.end(),rv,ROW,IND,0)
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_beg != __pyx_v_end) != 0);
    if (!__pyx_t_1) break;

    /* "fwdpy/views.pyx":499
 *         unsigned IND=0
 *     while beg != end:
 *         if selectedOnly == False:             # <<<<<<<<<<<<<<
 *             ROW=fill_dip_view_data(deref(beg).chrom0.neutral.begin(),deref(beg).chrom0.neutral.end(),rv,ROW,IND,0)
 *             ROW=fill_dip_view_data(deref(beg).chrom1.neutral.begin(),deref(beg).chrom1.neutral.end(),rv,ROW,IND,1)
 */
    __pyx_t_1 = ((__pyx_v_selectedOnly == 0) != 0);
    if (__pyx_t_1) {

      /* "fwdpy/views.pyx":500
 *     while beg != end:
 *         if selectedOnly == False:
 *             ROW=fill_dip_view_data(deref(beg).chrom0.neutral.begin(),deref(beg).chrom0.neutral.end(),rv,ROW,IND,0)             # <<<<<<<<<<<<<<
 *             ROW=fill_dip_view_data(deref(beg).chrom1.neutral.begin(),deref(beg).chrom1.neutral.end(),rv,ROW,IND,1)
 *         ROW=fill_dip_view_data(deref(beg).chrom0.selected.begin(),deref(beg).chrom0.selected.end(),rv,ROW,IND,0)
 */
      __pyx_v_ROW = __pyx_f_5fwdpy_5fwdpy_fill_dip_view_data((*__pyx_v_beg).chrom0.neutral.begin(), (*__pyx_v_beg).chrom0.neutral.end(), __pyx_v_rv, __pyx_v_ROW, __pyx_v_IND, 0);

      /* "fwdpy/views.pyx":501
 *         if selectedOnly == False:
 *             ROW=fill_dip_view_data(deref(beg).chrom0.neutral.begin(),deref(beg).chrom0.neutral.end(),rv,ROW,IND,0)
 *             ROW=fill_dip_view_data(deref(beg).chrom1.neutral.begin(),deref(beg).chrom1.neutral.end(),rv,ROW,IND,1)             # <<<<<<<<<<<<<<
 *         ROW=fill_dip_view_data(deref(beg).chrom0.selected.begin(),deref(beg).chrom0.selected.end(),rv,ROW,IND,0)
 *         ROW=fill_dip_view_data(deref(beg).chrom1.selected.begin(),deref(beg).chrom1.selected.end(),rv,ROW,IND,1)
 */
      __pyx_v_ROW = __pyx_f_5fwdpy_5fwdpy_fill_dip_view_data((*__pyx_v_beg).chrom1.neutral.begin(), (*__pyx_v_beg).chrom1.neutral.end(), __pyx_v_rv, __pyx_v_ROW, __pyx_v_IND, 1);

      /* "fwdpy/views.pyx":499
 *         unsigned IND=0
 *     while beg != end:
 *         if selectedOnly == False:             # <<<<<<<<<<<<<<
 *             ROW=fill_dip_view_data(deref(beg).chrom0.neutral.begin(),deref(beg).chrom0.neutral.end(),rv,ROW,IND,0)
 *             ROW=fill_dip_view_data(deref(beg).chrom1.neutral.begin(),deref(beg).chrom1.neutral.end(),rv,ROW,IND,1)
 */
    }

    /* "fwdpy/views.pyx":502
 *             ROW=fill_dip_view_data(deref(beg).chrom0.neutral.begin(),deref(beg).chrom0.neutral.end(),rv,ROW,IND,0)
 *             ROW=fill_dip_view_data(deref(beg).chrom1.neutral.begin(),deref(beg).chrom1.neutral.end(),rv,ROW,IND,1)
 *         ROW=fill_dip_view_data(deref(beg).chrom0.selected.begin(),deref(beg).chrom0.selected.end(),rv,ROW,IND,0)             # <<<<<<<<<<<<<<
 *         ROW=fill_dip_view_data(deref(beg).chrom1.selected.begin(),deref(beg).chrom1.selected.end(),rv,ROW,IND,1)
 *         IND+=1
 */
    __pyx_v_ROW = __pyx_f_5fwdpy_5fwdpy_fill_dip_view_data((*__pyx_v_beg).chrom0.selected.begin(), (*__pyx_v_beg).chrom0.selected.end(), __pyx_v_rv, __pyx_v_ROW, __pyx_v_IND, 0);

    /* "fwdpy/views.pyx":503
 *             ROW=fill_dip_view_data(deref(beg).chrom1.neutral.begin(),deref(beg).chrom1.neutral.end(),rv,ROW,IND,1)
 *         ROW=fill_dip_view_data(deref(beg).chrom0.selected.begin(),deref(beg).chrom0.selected.end(),rv,ROW,IND,0)
 *         ROW=fill_dip_view_data(deref(beg).chrom1.selected.begin(),deref(beg).chrom1.selected.end(),rv,ROW,IND,1)             # <<<<<<<<<<<<<<
 *         IND+=1
 *         inc(beg)
 */
    __pyx_v_ROW = __pyx_f_5fwdpy_5fwdpy_fill_dip_view_data((*__pyx_v_beg).chrom1.selected.begin(), (*__pyx_v_beg).chrom1.selected.end(), __pyx_v_rv, __pyx_v_ROW, __pyx_v_IND, 1);

    /* "fwdpy/views.pyx":504
 *         ROW=fill_dip_view_data(deref(beg).chrom0.selected.begin(),deref(beg).chrom0.selected.end(),rv,ROW,IND,0)
 *         ROW=fill_dip_view_data(deref(beg).chrom1.selected.begin(),deref(beg).chrom1.selected.end(),rv,ROW,IND,1)
 *         IND+=1             # <<<<<<<<<<<<<<
 *         inc(beg)
 * 
 */
    __pyx_v_IND = (__pyx_v_IND + 1);

    /* "fwdpy/views.pyx":505
 *         ROW=fill_dip_view_data(deref(beg).chrom1.selected.begin(),deref(beg).chrom1.selected.end(),rv,ROW,IND,1)
 *         IND+=1
 *         inc(beg)             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_pd_popvec( popvec p, vector[unsigned] & indlist, bint selectedOnly ):
 */
    (__pyx_v_beg++);
  }

  /* "fwdpy/views.pyx":466
 *    return R
 * 
 * cdef diploid_view_data view_diploids_pd_details(const singlepop_t * pop,             # <<<<<<<<<<<<<<
 *                                                 const vector[unsigned] & indlist,
 *                                                 bint selectedOnly) nogil:
 */

  /* function exit code */
  return __pyx_r;
}

/* "fwdpy/views.pyx":507
 *         inc(beg)
 * 
 * def view_diploids_pd_popvec( popvec p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     cdef unsigned npops = p.pops.size()
 *     cdef int i
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_65view_diploids_pd_popvec(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_65view_diploids_pd_popvec = {"view_diploids_pd_popvec", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_65view_diploids_pd_popvec, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_65view_diploids_pd_popvec(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p = 0;
  std::vector<unsigned int>  __pyx_v_indlist;
  int __pyx_v_selectedOnly;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids_pd_popvec (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,&__pyx_n_s_selectedOnly,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_pd_popvec", 1, 3, 3, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_selectedOnly)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_pd_popvec", 1, 3, 3, 2); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids_pd_popvec") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)values[0]);
    __pyx_v_indlist = __pyx_convert_vector_from_py_unsigned_int(values[1]); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_selectedOnly = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_selectedOnly == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids_pd_popvec", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_pd_popvec", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_popvec, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_64view_diploids_pd_popvec(__pyx_self, __pyx_v_p, __pyx_v_indlist, __pyx_v_selectedOnly);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_64view_diploids_pd_popvec(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_popvec *__pyx_v_p, std::vector<unsigned int>  __pyx_v_indlist, int __pyx_v_selectedOnly) {
  unsigned int __pyx_v_npops;
  int __pyx_v_i;
  std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data>  __pyx_v_rv;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  unsigned int __pyx_t_1;
  unsigned int __pyx_t_2;
  unsigned int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids_pd_popvec", 0);

  /* "fwdpy/views.pyx":508
 * 
 * def view_diploids_pd_popvec( popvec p, vector[unsigned] & indlist, bint selectedOnly ):
 *     cdef unsigned npops = p.pops.size()             # <<<<<<<<<<<<<<
 *     cdef int i
 *     cdef vector[diploid_view_data] rv
 */
  __pyx_v_npops = __pyx_v_p->pops.size();

  /* "fwdpy/views.pyx":511
 *     cdef int i
 *     cdef vector[diploid_view_data] rv
 *     rv.resize(npops)             # <<<<<<<<<<<<<<
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 *         rv[i]=view_diploids_pd_details(p.pops[i].get(),indlist,selectedOnly)
 */
  try {
    __pyx_v_rv.resize(__pyx_v_npops);
  } catch(...) {
    __Pyx_CppExn2PyErr();
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 511; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "fwdpy/views.pyx":512
 *     cdef vector[diploid_view_data] rv
 *     rv.resize(npops)
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i]=view_diploids_pd_details(p.pops[i].get(),indlist,selectedOnly)
 *     return rv
 */
  {
      #ifdef WITH_THREAD
      PyThreadState *_save;
      Py_UNBLOCK_THREADS
      #endif
      /*try:*/ {
        __pyx_t_1 = __pyx_v_npops;
        if (1 == 0) abort();
        {
            __pyx_t_4 = 1;
            #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
                #undef likely
                #undef unlikely
                #define likely(x)   (x)
                #define unlikely(x) (x)
            #endif
            __pyx_t_3 = (__pyx_t_1 - 0) / 1;
            if (__pyx_t_3 > 0)
            {
                #ifdef _OPENMP
                #pragma omp parallel
                #endif /* _OPENMP */
                {
                    #ifdef _OPENMP
                    #pragma omp for firstprivate(__pyx_v_i) lastprivate(__pyx_v_i) schedule(static, __pyx_t_4)
                    #endif /* _OPENMP */
                    for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_3; __pyx_t_2++){
                        {
                            __pyx_v_i = 0 + 1 * __pyx_t_2;

                            /* "fwdpy/views.pyx":513
 *     rv.resize(npops)
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 *         rv[i]=view_diploids_pd_details(p.pops[i].get(),indlist,selectedOnly)             # <<<<<<<<<<<<<<
 *     return rv
 * 
 */
                            (__pyx_v_rv[__pyx_v_i]) = __pyx_f_5fwdpy_5fwdpy_view_diploids_pd_details((__pyx_v_p->pops[__pyx_v_i]).get(), __pyx_v_indlist, __pyx_v_selectedOnly);
                        }
                    }
                }
            }
        }
        #if ((defined(__APPLE__) || defined(__OSX__)) && (defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))))
            #undef likely
            #undef unlikely
            #define likely(x)   __builtin_expect(!!(x), 1)
            #define unlikely(x) __builtin_expect(!!(x), 0)
        #endif
      }

      /* "fwdpy/views.pyx":512
 *     cdef vector[diploid_view_data] rv
 *     rv.resize(npops)
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):             # <<<<<<<<<<<<<<
 *         rv[i]=view_diploids_pd_details(p.pops[i].get(),indlist,selectedOnly)
 *     return rv
 */
      /*finally:*/ {
        /*normal exit:*/{
          #ifdef WITH_THREAD
          Py_BLOCK_THREADS
          #endif
          goto __pyx_L5;
        }
        __pyx_L5:;
      }
  }

  /* "fwdpy/views.pyx":514
 *     for i in prange(npops,schedule='static',nogil=True,chunksize=1):
 *         rv[i]=view_diploids_pd_details(p.pops[i].get(),indlist,selectedOnly)
 *     return rv             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_pd_singlepop( singlepop p, vector[unsigned] & indlist, bint selectedOnly ):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data(__pyx_v_rv); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":507
 *         inc(beg)
 * 
 * def view_diploids_pd_popvec( popvec p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     cdef unsigned npops = p.pops.size()
 *     cdef int i
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_pd_popvec", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":516
 *     return rv
 * 
 * def view_diploids_pd_singlepop( singlepop p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_67view_diploids_pd_singlepop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_67view_diploids_pd_singlepop = {"view_diploids_pd_singlepop", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_67view_diploids_pd_singlepop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_67view_diploids_pd_singlepop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p = 0;
  std::vector<unsigned int>  __pyx_v_indlist;
  int __pyx_v_selectedOnly;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids_pd_singlepop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,&__pyx_n_s_selectedOnly,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_pd_singlepop", 1, 3, 3, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_selectedOnly)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_pd_singlepop", 1, 3, 3, 2); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids_pd_singlepop") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_p = ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)values[0]);
    __pyx_v_indlist = __pyx_convert_vector_from_py_unsigned_int(values[1]); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_selectedOnly = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_selectedOnly == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids_pd_singlepop", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_pd_singlepop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_p), __pyx_ptype_5fwdpy_5fwdpy_singlepop, 1, "p", 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_66view_diploids_pd_singlepop(__pyx_self, __pyx_v_p, __pyx_v_indlist, __pyx_v_selectedOnly);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_66view_diploids_pd_singlepop(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5fwdpy_5fwdpy_singlepop *__pyx_v_p, std::vector<unsigned int>  __pyx_v_indlist, int __pyx_v_selectedOnly) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids_pd_singlepop", 0);

  /* "fwdpy/views.pyx":517
 * 
 * def view_diploids_pd_singlepop( singlepop p, vector[unsigned] & indlist, bint selectedOnly ):
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_pd( object p, list indlist, bint selectedOnly = True ):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_view_data(__pyx_f_5fwdpy_5fwdpy_view_diploids_pd_details(__pyx_v_p->pop.get(), __pyx_v_indlist, __pyx_v_selectedOnly)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 517; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/views.pyx":516
 *     return rv
 * 
 * def view_diploids_pd_singlepop( singlepop p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_pd_singlepop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/views.pyx":519
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 * def view_diploids_pd( object p, list indlist, bint selectedOnly = True ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_69view_diploids_pd(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_68view_diploids_pd[] = "\n    Get detailed list of a set of diploids in the population\n\n    :param p: a :class:`fwdpy.fwdpy.poptype` or a :class:`fwdpy.fwdpy.popvec`\n    :param deme: if p is a :class`fwdpy.fwdpy.metapop`, deme is the index of the deme to sample\n    \n    :rtype: pandas.DataFrame or a list of such objects\n\n    .. note:: :class:`fwdpy.fwdpy.mpopvec` is not yet supported\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_69view_diploids_pd = {"view_diploids_pd", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_69view_diploids_pd, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5fwdpy_5fwdpy_68view_diploids_pd};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_69view_diploids_pd(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_p = 0;
  PyObject *__pyx_v_indlist = 0;
  int __pyx_v_selectedOnly;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("view_diploids_pd (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_p,&__pyx_n_s_indlist,&__pyx_n_s_selectedOnly,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_p)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indlist)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("view_diploids_pd", 0, 2, 3, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_selectedOnly);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "view_diploids_pd") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_p = values[0];
    __pyx_v_indlist = ((PyObject*)values[1]);
    if (values[2]) {
      __pyx_v_selectedOnly = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_selectedOnly == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_selectedOnly = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("view_diploids_pd", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_pd", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indlist), (&PyList_Type), 1, "indlist", 1))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_68view_diploids_pd(__pyx_self, __pyx_v_p, __pyx_v_indlist, __pyx_v_selectedOnly);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_68view_diploids_pd(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_p, PyObject *__pyx_v_indlist, int __pyx_v_selectedOnly) {
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *(*__pyx_t_10)(PyObject *);
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("view_diploids_pd", 0);

  /* "fwdpy/views.pyx":530
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` is not yet supported
 *     """
 *     if isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return [pd.DataFrame(i) for i in view_diploids_pd_popvec(p,indlist,selectedOnly)]
 *     elif isinstance(p,singlepop):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_popvec); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "fwdpy/views.pyx":531
 *     """
 *     if isinstance(p,popvec):
 *         return [pd.DataFrame(i) for i in view_diploids_pd_popvec(p,indlist,selectedOnly)]             # <<<<<<<<<<<<<<
 *     elif isinstance(p,singlepop):
 *         return pd.DataFrame( view_diploids_pd_singlepop(p,indlist,selectedOnly) )
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_diploids_pd_popvec); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = __Pyx_PyBool_FromLong(__pyx_v_selectedOnly); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = NULL;
    __pyx_t_8 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
        __pyx_t_8 = 1;
      }
    }
    __pyx_t_9 = PyTuple_New(3+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    if (__pyx_t_7) {
      __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_8, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_v_indlist);
    PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_9, 2+__pyx_t_8, __pyx_t_6);
    __pyx_t_6 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (likely(PyList_CheckExact(__pyx_t_4)) || PyTuple_CheckExact(__pyx_t_4)) {
      __pyx_t_5 = __pyx_t_4; __Pyx_INCREF(__pyx_t_5); __pyx_t_8 = 0;
      __pyx_t_10 = NULL;
    } else {
      __pyx_t_8 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_10 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    for (;;) {
      if (likely(!__pyx_t_10)) {
        if (likely(PyList_CheckExact(__pyx_t_5))) {
          if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_4 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_4 = PySequence_ITEM(__pyx_t_5, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_4);
          #endif
        } else {
          if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_4 = PySequence_ITEM(__pyx_t_5, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_4);
          #endif
        }
      } else {
        __pyx_t_4 = __pyx_t_10(__pyx_t_5);
        if (unlikely(!__pyx_t_4)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_4);
      }
      __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_9 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_9)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_9);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
        }
      }
      if (!__pyx_t_9) {
        __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
      } else {
        __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_9); __pyx_t_9 = NULL;
        __Pyx_INCREF(__pyx_v_i);
        __Pyx_GIVEREF(__pyx_v_i);
        PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_i);
        __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":530
 *     .. note:: :class:`fwdpy.fwdpy.mpopvec` is not yet supported
 *     """
 *     if isinstance(p,popvec):             # <<<<<<<<<<<<<<
 *         return [pd.DataFrame(i) for i in view_diploids_pd_popvec(p,indlist,selectedOnly)]
 *     elif isinstance(p,singlepop):
 */
  }

  /* "fwdpy/views.pyx":532
 *     if isinstance(p,popvec):
 *         return [pd.DataFrame(i) for i in view_diploids_pd_popvec(p,indlist,selectedOnly)]
 *     elif isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return pd.DataFrame( view_diploids_pd_singlepop(p,indlist,selectedOnly) )
 */
  __pyx_t_2 = __Pyx_TypeCheck(__pyx_v_p, __pyx_ptype_5fwdpy_5fwdpy_singlepop); 
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "fwdpy/views.pyx":533
 *         return [pd.DataFrame(i) for i in view_diploids_pd_popvec(p,indlist,selectedOnly)]
 *     elif isinstance(p,singlepop):
 *         return pd.DataFrame( view_diploids_pd_singlepop(p,indlist,selectedOnly) )             # <<<<<<<<<<<<<<
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_pd); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_DataFrame); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_view_diploids_pd_singlepop); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_selectedOnly); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_9 = NULL;
    __pyx_t_8 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_9)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
        __pyx_t_8 = 1;
      }
    }
    __pyx_t_11 = PyTuple_New(3+__pyx_t_8); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_11);
    if (__pyx_t_9) {
      __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_9); __pyx_t_9 = NULL;
    }
    __Pyx_INCREF(__pyx_v_p);
    __Pyx_GIVEREF(__pyx_v_p);
    PyTuple_SET_ITEM(__pyx_t_11, 0+__pyx_t_8, __pyx_v_p);
    __Pyx_INCREF(__pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_v_indlist);
    PyTuple_SET_ITEM(__pyx_t_11, 1+__pyx_t_8, __pyx_v_indlist);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_11, 2+__pyx_t_8, __pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_11, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_11);
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_11, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "fwdpy/views.pyx":532
 *     if isinstance(p,popvec):
 *         return [pd.DataFrame(i) for i in view_diploids_pd_popvec(p,indlist,selectedOnly)]
 *     elif isinstance(p,singlepop):             # <<<<<<<<<<<<<<
 *         return pd.DataFrame( view_diploids_pd_singlepop(p,indlist,selectedOnly) )
 */
  }

  /* "fwdpy/views.pyx":519
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 * def view_diploids_pd( object p, list indlist, bint selectedOnly = True ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("fwdpy.fwdpy.view_diploids_pd", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/fwdpy.pyx":20
 * include "views.pyx"
 * 
 * def pkg_dependencies():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of dependencies.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_71pkg_dependencies(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_70pkg_dependencies[] = "\n    Return version numbers of dependencies.\n\n    This function is very handy when reporting bugs!\n\n    :returns: dict\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_71pkg_dependencies = {"pkg_dependencies", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_71pkg_dependencies, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_70pkg_dependencies};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_71pkg_dependencies(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("pkg_dependencies (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_70pkg_dependencies(__pyx_self);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_70pkg_dependencies(CYTHON_UNUSED PyObject *__pyx_self) {
  std::vector<std::string>  __pyx_v_deps;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("pkg_dependencies", 0);

  /* "fwdpy/fwdpy.pyx":28
 *     :returns: dict
 *     """
 *     cdef vector[string] deps = fwdpy_dependencies()             # <<<<<<<<<<<<<<
 *     return ({'fwdpp':deps[0],'GSL':deps[1]})
 * 
 */
  __pyx_v_deps = fwdpy::fwdpy_dependencies();

  /* "fwdpy/fwdpy.pyx":29
 *     """
 *     cdef vector[string] deps = fwdpy_dependencies()
 *     return ({'fwdpp':deps[0],'GSL':deps[1]})             # <<<<<<<<<<<<<<
 * 
 * def pkg_version():
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_convert_PyBytes_string_to_py_std__in_string((__pyx_v_deps[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_fwdpp, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __pyx_convert_PyBytes_string_to_py_std__in_string((__pyx_v_deps[1])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_GSL, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/fwdpy.pyx":20
 * include "views.pyx"
 * 
 * def pkg_dependencies():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of dependencies.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.pkg_dependencies", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "fwdpy/fwdpy.pyx":31
 *     return ({'fwdpp':deps[0],'GSL':deps[1]})
 * 
 * def pkg_version():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of this package
 */

/* Python wrapper */
static PyObject *__pyx_pw_5fwdpy_5fwdpy_73pkg_version(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5fwdpy_5fwdpy_72pkg_version[] = "\n    Return version numbers of this package\n\n    This function is very handy when reporting bugs!\n\n    :returns: dict\n    ";
static PyMethodDef __pyx_mdef_5fwdpy_5fwdpy_73pkg_version = {"pkg_version", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_73pkg_version, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_72pkg_version};
static PyObject *__pyx_pw_5fwdpy_5fwdpy_73pkg_version(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("pkg_version (wrapper)", 0);
  __pyx_r = __pyx_pf_5fwdpy_5fwdpy_72pkg_version(__pyx_self);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_5fwdpy_5fwdpy_72pkg_version(CYTHON_UNUSED PyObject *__pyx_self) {
  std::vector<std::string>  __pyx_v_v;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("pkg_version", 0);

  /* "fwdpy/fwdpy.pyx":39
 *     :returns: dict
 *     """
 *     cdef vector[string] v = fwdpy_version()             # <<<<<<<<<<<<<<
 *     return ({'fwdpy':v[0]})
 */
  __pyx_v_v = fwdpy::fwdpy_version();

  /* "fwdpy/fwdpy.pyx":40
 *     """
 *     cdef vector[string] v = fwdpy_version()
 *     return ({'fwdpy':v[0]})             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_convert_PyBytes_string_to_py_std__in_string((__pyx_v_v[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_fwdpy, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "fwdpy/fwdpy.pyx":31
 *     return ({'fwdpp':deps[0],'GSL':deps[1]})
 * 
 * def pkg_version():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of this package
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("fwdpy.fwdpy.pkg_version", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "array.pxd":91
 *             __data_union data
 * 
 *         def __getbuffer__(self, Py_buffer* info, int flags):             # <<<<<<<<<<<<<<
 *             # This implementation of getbuffer is geared towards Cython
 *             # requirements, and does not yet fullfill the PEP.
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_pw_7cpython_5array_5array_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_pw_7cpython_5array_5array_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_pf_7cpython_5array_5array___getbuffer__(((arrayobject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_7cpython_5array_5array___getbuffer__(arrayobject *__pyx_v_self, Py_buffer *__pyx_v_info, CYTHON_UNUSED int __pyx_v_flags) {
  PyObject *__pyx_v_item_count = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  char *__pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "array.pxd":96
 *             # In particular strided access is always provided regardless
 *             # of flags
 *             item_count = Py_SIZE(self)             # <<<<<<<<<<<<<<
 * 
 *             info.suboffsets = NULL
 */
  __pyx_t_1 = PyInt_FromSsize_t(Py_SIZE(((PyObject *)__pyx_v_self))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_item_count = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "array.pxd":98
 *             item_count = Py_SIZE(self)
 * 
 *             info.suboffsets = NULL             # <<<<<<<<<<<<<<
 *             info.buf = self.data.as_chars
 *             info.readonly = 0
 */
  __pyx_v_info->suboffsets = NULL;

  /* "array.pxd":99
 * 
 *             info.suboffsets = NULL
 *             info.buf = self.data.as_chars             # <<<<<<<<<<<<<<
 *             info.readonly = 0
 *             info.ndim = 1
 */
  __pyx_t_2 = __pyx_v_self->data.as_chars;
  __pyx_v_info->buf = __pyx_t_2;

  /* "array.pxd":100
 *             info.suboffsets = NULL
 *             info.buf = self.data.as_chars
 *             info.readonly = 0             # <<<<<<<<<<<<<<
 *             info.ndim = 1
 *             info.itemsize = self.ob_descr.itemsize   # e.g. sizeof(float)
 */
  __pyx_v_info->readonly = 0;

  /* "array.pxd":101
 *             info.buf = self.data.as_chars
 *             info.readonly = 0
 *             info.ndim = 1             # <<<<<<<<<<<<<<
 *             info.itemsize = self.ob_descr.itemsize   # e.g. sizeof(float)
 *             info.len = info.itemsize * item_count
 */
  __pyx_v_info->ndim = 1;

  /* "array.pxd":102
 *             info.readonly = 0
 *             info.ndim = 1
 *             info.itemsize = self.ob_descr.itemsize   # e.g. sizeof(float)             # <<<<<<<<<<<<<<
 *             info.len = info.itemsize * item_count
 * 
 */
  __pyx_t_3 = __pyx_v_self->ob_descr->itemsize;
  __pyx_v_info->itemsize = __pyx_t_3;

  /* "array.pxd":103
 *             info.ndim = 1
 *             info.itemsize = self.ob_descr.itemsize   # e.g. sizeof(float)
 *             info.len = info.itemsize * item_count             # <<<<<<<<<<<<<<
 * 
 *             info.shape = <Py_ssize_t*> PyMem_Malloc(sizeof(Py_ssize_t) + 2)
 */
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_info->itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyNumber_Multiply(__pyx_t_1, __pyx_v_item_count); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_5 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_5 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_info->len = __pyx_t_5;

  /* "array.pxd":105
 *             info.len = info.itemsize * item_count
 * 
 *             info.shape = <Py_ssize_t*> PyMem_Malloc(sizeof(Py_ssize_t) + 2)             # <<<<<<<<<<<<<<
 *             if not info.shape:
 *                 raise MemoryError()
 */
  __pyx_v_info->shape = ((Py_ssize_t *)PyMem_Malloc(((sizeof(Py_ssize_t)) + 2)));

  /* "array.pxd":106
 * 
 *             info.shape = <Py_ssize_t*> PyMem_Malloc(sizeof(Py_ssize_t) + 2)
 *             if not info.shape:             # <<<<<<<<<<<<<<
 *                 raise MemoryError()
 *             info.shape[0] = item_count      # constant regardless of resizing
 */
  __pyx_t_6 = ((!(__pyx_v_info->shape != 0)) != 0);
  if (__pyx_t_6) {

    /* "array.pxd":107
 *             info.shape = <Py_ssize_t*> PyMem_Malloc(sizeof(Py_ssize_t) + 2)
 *             if not info.shape:
 *                 raise MemoryError()             # <<<<<<<<<<<<<<
 *             info.shape[0] = item_count      # constant regardless of resizing
 *             info.strides = &info.itemsize
 */
    PyErr_NoMemory(); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "array.pxd":106
 * 
 *             info.shape = <Py_ssize_t*> PyMem_Malloc(sizeof(Py_ssize_t) + 2)
 *             if not info.shape:             # <<<<<<<<<<<<<<
 *                 raise MemoryError()
 *             info.shape[0] = item_count      # constant regardless of resizing
 */
  }

  /* "array.pxd":108
 *             if not info.shape:
 *                 raise MemoryError()
 *             info.shape[0] = item_count      # constant regardless of resizing             # <<<<<<<<<<<<<<
 *             info.strides = &info.itemsize
 * 
 */
  __pyx_t_5 = __Pyx_PyIndex_AsSsize_t(__pyx_v_item_count); if (unlikely((__pyx_t_5 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  (__pyx_v_info->shape[0]) = __pyx_t_5;

  /* "array.pxd":109
 *                 raise MemoryError()
 *             info.shape[0] = item_count      # constant regardless of resizing
 *             info.strides = &info.itemsize             # <<<<<<<<<<<<<<
 * 
 *             info.format = <char*> (info.shape + 1)
 */
  __pyx_v_info->strides = (&__pyx_v_info->itemsize);

  /* "array.pxd":111
 *             info.strides = &info.itemsize
 * 
 *             info.format = <char*> (info.shape + 1)             # <<<<<<<<<<<<<<
 *             info.format[0] = self.ob_descr.typecode
 *             info.format[1] = 0
 */
  __pyx_v_info->format = ((char *)(__pyx_v_info->shape + 1));

  /* "array.pxd":112
 * 
 *             info.format = <char*> (info.shape + 1)
 *             info.format[0] = self.ob_descr.typecode             # <<<<<<<<<<<<<<
 *             info.format[1] = 0
 *             info.obj = self
 */
  __pyx_t_3 = __pyx_v_self->ob_descr->typecode;
  (__pyx_v_info->format[0]) = __pyx_t_3;

  /* "array.pxd":113
 *             info.format = <char*> (info.shape + 1)
 *             info.format[0] = self.ob_descr.typecode
 *             info.format[1] = 0             # <<<<<<<<<<<<<<
 *             info.obj = self
 * 
 */
  (__pyx_v_info->format[1]) = 0;

  /* "array.pxd":114
 *             info.format[0] = self.ob_descr.typecode
 *             info.format[1] = 0
 *             info.obj = self             # <<<<<<<<<<<<<<
 * 
 *         def __releasebuffer__(self, Py_buffer* info):
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "array.pxd":91
 *             __data_union data
 * 
 *         def __getbuffer__(self, Py_buffer* info, int flags):             # <<<<<<<<<<<<<<
 *             # This implementation of getbuffer is geared towards Cython
 *             # requirements, and does not yet fullfill the PEP.
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("cpython.array.array.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info != NULL && __pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = NULL;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_item_count);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "array.pxd":116
 *             info.obj = self
 * 
 *         def __releasebuffer__(self, Py_buffer* info):             # <<<<<<<<<<<<<<
 *             PyMem_Free(info.shape)
 * 
 */

/* Python wrapper */
static CYTHON_UNUSED void __pyx_pw_7cpython_5array_5array_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/
static CYTHON_UNUSED void __pyx_pw_7cpython_5array_5array_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__releasebuffer__ (wrapper)", 0);
  __pyx_pf_7cpython_5array_5array_2__releasebuffer__(((arrayobject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_pf_7cpython_5array_5array_2__releasebuffer__(CYTHON_UNUSED arrayobject *__pyx_v_self, Py_buffer *__pyx_v_info) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__releasebuffer__", 0);

  /* "array.pxd":117
 * 
 *         def __releasebuffer__(self, Py_buffer* info):
 *             PyMem_Free(info.shape)             # <<<<<<<<<<<<<<
 * 
 *     array newarrayobject(PyTypeObject* type, Py_ssize_t size, arraydescr *descr)
 */
  PyMem_Free(__pyx_v_info->shape);

  /* "array.pxd":116
 *             info.obj = self
 * 
 *         def __releasebuffer__(self, Py_buffer* info):             # <<<<<<<<<<<<<<
 *             PyMem_Free(info.shape)
 * 
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "array.pxd":128
 * 
 * 
 * cdef inline array clone(array template, Py_ssize_t length, bint zero):             # <<<<<<<<<<<<<<
 *     """ fast creation of a new array, given a template array.
 *     type will be same as template.
 */

static CYTHON_INLINE arrayobject *__pyx_f_7cpython_5array_clone(arrayobject *__pyx_v_template, Py_ssize_t __pyx_v_length, int __pyx_v_zero) {
  arrayobject *__pyx_v_op = NULL;
  arrayobject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("clone", 0);

  /* "array.pxd":132
 *     type will be same as template.
 *     if zero is true, new array will be initialized with zeroes."""
 *     op = newarrayobject(Py_TYPE(template), length, template.ob_descr)             # <<<<<<<<<<<<<<
 *     if zero and op is not None:
 *         memset(op.data.as_chars, 0, length * op.ob_descr.itemsize)
 */
  __pyx_t_1 = ((PyObject *)newarrayobject(Py_TYPE(((PyObject *)__pyx_v_template)), __pyx_v_length, __pyx_v_template->ob_descr)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_op = ((arrayobject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "array.pxd":133
 *     if zero is true, new array will be initialized with zeroes."""
 *     op = newarrayobject(Py_TYPE(template), length, template.ob_descr)
 *     if zero and op is not None:             # <<<<<<<<<<<<<<
 *         memset(op.data.as_chars, 0, length * op.ob_descr.itemsize)
 *     return op
 */
  __pyx_t_3 = (__pyx_v_zero != 0);
  if (__pyx_t_3) {
  } else {
    __pyx_t_2 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_3 = (((PyObject *)__pyx_v_op) != Py_None);
  __pyx_t_4 = (__pyx_t_3 != 0);
  __pyx_t_2 = __pyx_t_4;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_2) {

    /* "array.pxd":134
 *     op = newarrayobject(Py_TYPE(template), length, template.ob_descr)
 *     if zero and op is not None:
 *         memset(op.data.as_chars, 0, length * op.ob_descr.itemsize)             # <<<<<<<<<<<<<<
 *     return op
 * 
 */
    memset(__pyx_v_op->data.as_chars, 0, (__pyx_v_length * __pyx_v_op->ob_descr->itemsize));

    /* "array.pxd":133
 *     if zero is true, new array will be initialized with zeroes."""
 *     op = newarrayobject(Py_TYPE(template), length, template.ob_descr)
 *     if zero and op is not None:             # <<<<<<<<<<<<<<
 *         memset(op.data.as_chars, 0, length * op.ob_descr.itemsize)
 *     return op
 */
  }

  /* "array.pxd":135
 *     if zero and op is not None:
 *         memset(op.data.as_chars, 0, length * op.ob_descr.itemsize)
 *     return op             # <<<<<<<<<<<<<<
 * 
 * cdef inline array copy(array self):
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_op));
  __pyx_r = __pyx_v_op;
  goto __pyx_L0;

  /* "array.pxd":128
 * 
 * 
 * cdef inline array clone(array template, Py_ssize_t length, bint zero):             # <<<<<<<<<<<<<<
 *     """ fast creation of a new array, given a template array.
 *     type will be same as template.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("cpython.array.clone", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_op);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "array.pxd":137
 *     return op
 * 
 * cdef inline array copy(array self):             # <<<<<<<<<<<<<<
 *     """ make a copy of an array. """
 *     op = newarrayobject(Py_TYPE(self), Py_SIZE(self), self.ob_descr)
 */

static CYTHON_INLINE arrayobject *__pyx_f_7cpython_5array_copy(arrayobject *__pyx_v_self) {
  arrayobject *__pyx_v_op = NULL;
  arrayobject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy", 0);

  /* "array.pxd":139
 * cdef inline array copy(array self):
 *     """ make a copy of an array. """
 *     op = newarrayobject(Py_TYPE(self), Py_SIZE(self), self.ob_descr)             # <<<<<<<<<<<<<<
 *     memcpy(op.data.as_chars, self.data.as_chars, Py_SIZE(op) * op.ob_descr.itemsize)
 *     return op
 */
  __pyx_t_1 = ((PyObject *)newarrayobject(Py_TYPE(((PyObject *)__pyx_v_self)), Py_SIZE(((PyObject *)__pyx_v_self)), __pyx_v_self->ob_descr)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_op = ((arrayobject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "array.pxd":140
 *     """ make a copy of an array. """
 *     op = newarrayobject(Py_TYPE(self), Py_SIZE(self), self.ob_descr)
 *     memcpy(op.data.as_chars, self.data.as_chars, Py_SIZE(op) * op.ob_descr.itemsize)             # <<<<<<<<<<<<<<
 *     return op
 * 
 */
  memcpy(__pyx_v_op->data.as_chars, __pyx_v_self->data.as_chars, (Py_SIZE(((PyObject *)__pyx_v_op)) * __pyx_v_op->ob_descr->itemsize));

  /* "array.pxd":141
 *     op = newarrayobject(Py_TYPE(self), Py_SIZE(self), self.ob_descr)
 *     memcpy(op.data.as_chars, self.data.as_chars, Py_SIZE(op) * op.ob_descr.itemsize)
 *     return op             # <<<<<<<<<<<<<<
 * 
 * cdef inline int extend_buffer(array self, char* stuff, Py_ssize_t n) except -1:
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_op));
  __pyx_r = __pyx_v_op;
  goto __pyx_L0;

  /* "array.pxd":137
 *     return op
 * 
 * cdef inline array copy(array self):             # <<<<<<<<<<<<<<
 *     """ make a copy of an array. """
 *     op = newarrayobject(Py_TYPE(self), Py_SIZE(self), self.ob_descr)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("cpython.array.copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_op);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "array.pxd":143
 *     return op
 * 
 * cdef inline int extend_buffer(array self, char* stuff, Py_ssize_t n) except -1:             # <<<<<<<<<<<<<<
 *     """ efficent appending of new stuff of same type
 *     (e.g. of same array type)
 */

static CYTHON_INLINE int __pyx_f_7cpython_5array_extend_buffer(arrayobject *__pyx_v_self, char *__pyx_v_stuff, Py_ssize_t __pyx_v_n) {
  Py_ssize_t __pyx_v_itemsize;
  Py_ssize_t __pyx_v_origsize;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("extend_buffer", 0);

  /* "array.pxd":147
 *     (e.g. of same array type)
 *     n: number of elements (not number of bytes!) """
 *     cdef Py_ssize_t itemsize = self.ob_descr.itemsize             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t origsize = Py_SIZE(self)
 *     resize_smart(self, origsize + n)
 */
  __pyx_t_1 = __pyx_v_self->ob_descr->itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "array.pxd":148
 *     n: number of elements (not number of bytes!) """
 *     cdef Py_ssize_t itemsize = self.ob_descr.itemsize
 *     cdef Py_ssize_t origsize = Py_SIZE(self)             # <<<<<<<<<<<<<<
 *     resize_smart(self, origsize + n)
 *     memcpy(self.data.as_chars + origsize * itemsize, stuff, n * itemsize)
 */
  __pyx_v_origsize = Py_SIZE(((PyObject *)__pyx_v_self));

  /* "array.pxd":149
 *     cdef Py_ssize_t itemsize = self.ob_descr.itemsize
 *     cdef Py_ssize_t origsize = Py_SIZE(self)
 *     resize_smart(self, origsize + n)             # <<<<<<<<<<<<<<
 *     memcpy(self.data.as_chars + origsize * itemsize, stuff, n * itemsize)
 *     return 0
 */
  __pyx_t_1 = resize_smart(__pyx_v_self, (__pyx_v_origsize + __pyx_v_n)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "array.pxd":150
 *     cdef Py_ssize_t origsize = Py_SIZE(self)
 *     resize_smart(self, origsize + n)
 *     memcpy(self.data.as_chars + origsize * itemsize, stuff, n * itemsize)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
  memcpy((__pyx_v_self->data.as_chars + (__pyx_v_origsize * __pyx_v_itemsize)), __pyx_v_stuff, (__pyx_v_n * __pyx_v_itemsize));

  /* "array.pxd":151
 *     resize_smart(self, origsize + n)
 *     memcpy(self.data.as_chars + origsize * itemsize, stuff, n * itemsize)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * cdef inline int extend(array self, array other) except -1:
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "array.pxd":143
 *     return op
 * 
 * cdef inline int extend_buffer(array self, char* stuff, Py_ssize_t n) except -1:             # <<<<<<<<<<<<<<
 *     """ efficent appending of new stuff of same type
 *     (e.g. of same array type)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("cpython.array.extend_buffer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "array.pxd":153
 *     return 0
 * 
 * cdef inline int extend(array self, array other) except -1:             # <<<<<<<<<<<<<<
 *     """ extend array with data from another array; types must match. """
 *     if self.ob_descr.typecode != other.ob_descr.typecode:
 */

static CYTHON_INLINE int __pyx_f_7cpython_5array_extend(arrayobject *__pyx_v_self, arrayobject *__pyx_v_other) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("extend", 0);

  /* "array.pxd":155
 * cdef inline int extend(array self, array other) except -1:
 *     """ extend array with data from another array; types must match. """
 *     if self.ob_descr.typecode != other.ob_descr.typecode:             # <<<<<<<<<<<<<<
 *         PyErr_BadArgument()
 *     return extend_buffer(self, other.data.as_chars, Py_SIZE(other))
 */
  __pyx_t_1 = ((__pyx_v_self->ob_descr->typecode != __pyx_v_other->ob_descr->typecode) != 0);
  if (__pyx_t_1) {

    /* "array.pxd":156
 *     """ extend array with data from another array; types must match. """
 *     if self.ob_descr.typecode != other.ob_descr.typecode:
 *         PyErr_BadArgument()             # <<<<<<<<<<<<<<
 *     return extend_buffer(self, other.data.as_chars, Py_SIZE(other))
 * 
 */
    __pyx_t_2 = PyErr_BadArgument(); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "array.pxd":155
 * cdef inline int extend(array self, array other) except -1:
 *     """ extend array with data from another array; types must match. """
 *     if self.ob_descr.typecode != other.ob_descr.typecode:             # <<<<<<<<<<<<<<
 *         PyErr_BadArgument()
 *     return extend_buffer(self, other.data.as_chars, Py_SIZE(other))
 */
  }

  /* "array.pxd":157
 *     if self.ob_descr.typecode != other.ob_descr.typecode:
 *         PyErr_BadArgument()
 *     return extend_buffer(self, other.data.as_chars, Py_SIZE(other))             # <<<<<<<<<<<<<<
 * 
 * cdef inline void zero(array self):
 */
  __pyx_t_2 = __pyx_f_7cpython_5array_extend_buffer(__pyx_v_self, __pyx_v_other->data.as_chars, Py_SIZE(((PyObject *)__pyx_v_other))); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_t_2;
  goto __pyx_L0;

  /* "array.pxd":153
 *     return 0
 * 
 * cdef inline int extend(array self, array other) except -1:             # <<<<<<<<<<<<<<
 *     """ extend array with data from another array; types must match. """
 *     if self.ob_descr.typecode != other.ob_descr.typecode:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("cpython.array.extend", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "array.pxd":159
 *     return extend_buffer(self, other.data.as_chars, Py_SIZE(other))
 * 
 * cdef inline void zero(array self):             # <<<<<<<<<<<<<<
 *     """ set all elements of array to zero. """
 *     memset(self.data.as_chars, 0, Py_SIZE(self) * self.ob_descr.itemsize)
 */

static CYTHON_INLINE void __pyx_f_7cpython_5array_zero(arrayobject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("zero", 0);

  /* "array.pxd":161
 * cdef inline void zero(array self):
 *     """ set all elements of array to zero. """
 *     memset(self.data.as_chars, 0, Py_SIZE(self) * self.ob_descr.itemsize)             # <<<<<<<<<<<<<<
 */
  memset(__pyx_v_self->data.as_chars, 0, (Py_SIZE(((PyObject *)__pyx_v_self)) * __pyx_v_self->ob_descr->itemsize));

  /* "array.pxd":159
 *     return extend_buffer(self, other.data.as_chars, Py_SIZE(other))
 * 
 * cdef inline void zero(array self):             # <<<<<<<<<<<<<<
 *     """ set all elements of array to zero. """
 *     memset(self.data.as_chars, 0, Py_SIZE(self) * self.ob_descr.itemsize)
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":118
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

/* Python wrapper */
static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_shape = 0;
  Py_ssize_t __pyx_v_itemsize;
  PyObject *__pyx_v_format = 0;
  PyObject *__pyx_v_mode = 0;
  int __pyx_v_allocate_buffer;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_shape,&__pyx_n_s_itemsize,&__pyx_n_s_format,&__pyx_n_s_mode,&__pyx_n_s_allocate_buffer,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[3] = ((PyObject *)__pyx_n_s_c);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_shape)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_itemsize)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 1); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_format)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 2); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mode);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_allocate_buffer);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_shape = ((PyObject*)values[0]);
    __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_format = values[2];
    __pyx_v_mode = values[3];
    if (values[4]) {
      __pyx_v_allocate_buffer = __Pyx_PyObject_IsTrue(values[4]); if (unlikely((__pyx_v_allocate_buffer == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "View.MemoryView":119
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,
 *                   mode="c", bint allocate_buffer=True):             # <<<<<<<<<<<<<<
 * 
 *         cdef int idx
 */
      __pyx_v_allocate_buffer = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(((PyObject *)__pyx_v_format) == Py_None)) {
    PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(((struct __pyx_array_obj *)__pyx_v_self), __pyx_v_shape, __pyx_v_itemsize, __pyx_v_format, __pyx_v_mode, __pyx_v_allocate_buffer);

  /* "View.MemoryView":118
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_dim;
  PyObject **__pyx_v_p;
  char __pyx_v_order;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  char *__pyx_t_6;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);
  __Pyx_INCREF(__pyx_v_format);

  /* "View.MemoryView":125
 *         cdef PyObject **p
 * 
 *         self.ndim = <int> len(shape)             # <<<<<<<<<<<<<<
 *         self.itemsize = itemsize
 * 
 */
  if (unlikely(__pyx_v_shape == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_self->ndim = ((int)__pyx_t_1);

  /* "View.MemoryView":126
 * 
 *         self.ndim = <int> len(shape)
 *         self.itemsize = itemsize             # <<<<<<<<<<<<<<
 * 
 *         if not self.ndim:
 */
  __pyx_v_self->itemsize = __pyx_v_itemsize;

  /* "View.MemoryView":128
 *         self.itemsize = itemsize
 * 
 *         if not self.ndim:             # <<<<<<<<<<<<<<
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_self->ndim != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":129
 * 
 *         if not self.ndim:
 *             raise ValueError("Empty shape tuple for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if itemsize <= 0:
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__66, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":128
 *         self.itemsize = itemsize
 * 
 *         if not self.ndim:             # <<<<<<<<<<<<<<
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 */
  }

  /* "View.MemoryView":131
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 *         if itemsize <= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 */
  __pyx_t_2 = ((__pyx_v_itemsize <= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":132
 * 
 *         if itemsize <= 0:
 *             raise ValueError("itemsize <= 0 for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if not isinstance(format, bytes):
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__67, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":131
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 *         if itemsize <= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 */
  }

  /* "View.MemoryView":134
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 *         if not isinstance(format, bytes):             # <<<<<<<<<<<<<<
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 */
  __pyx_t_2 = PyBytes_Check(__pyx_v_format); 
  __pyx_t_4 = ((!(__pyx_t_2 != 0)) != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":135
 * 
 *         if not isinstance(format, bytes):
 *             format = format.encode('ASCII')             # <<<<<<<<<<<<<<
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_format, __pyx_n_s_encode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__68, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF_SET(__pyx_v_format, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "View.MemoryView":134
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 *         if not isinstance(format, bytes):             # <<<<<<<<<<<<<<
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 */
  }

  /* "View.MemoryView":136
 *         if not isinstance(format, bytes):
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string             # <<<<<<<<<<<<<<
 *         self.format = self._format
 * 
 */
  if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __pyx_v_format;
  __Pyx_INCREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __Pyx_GOTREF(__pyx_v_self->_format);
  __Pyx_DECREF(__pyx_v_self->_format);
  __pyx_v_self->_format = ((PyObject*)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "View.MemoryView":137
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_self->_format); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_self->format = __pyx_t_6;

  /* "View.MemoryView":140
 * 
 * 
 *         self._shape = <Py_ssize_t *> PyMem_Malloc(sizeof(Py_ssize_t)*self.ndim*2)             # <<<<<<<<<<<<<<
 *         self._strides = self._shape + self.ndim
 * 
 */
  __pyx_v_self->_shape = ((Py_ssize_t *)PyMem_Malloc((((sizeof(Py_ssize_t)) * __pyx_v_self->ndim) * 2)));

  /* "View.MemoryView":141
 * 
 *         self._shape = <Py_ssize_t *> PyMem_Malloc(sizeof(Py_ssize_t)*self.ndim*2)
 *         self._strides = self._shape + self.ndim             # <<<<<<<<<<<<<<
 * 
 *         if not self._shape:
 */
  __pyx_v_self->_strides = (__pyx_v_self->_shape + __pyx_v_self->ndim);

  /* "View.MemoryView":143
 *         self._strides = self._shape + self.ndim
 * 
 *         if not self._shape:             # <<<<<<<<<<<<<<
 *             raise MemoryError("unable to allocate shape and strides.")
 * 
 */
  __pyx_t_4 = ((!(__pyx_v_self->_shape != 0)) != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":144
 * 
 *         if not self._shape:
 *             raise MemoryError("unable to allocate shape and strides.")             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__69, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_Raise(__pyx_t_5, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":143
 *         self._strides = self._shape + self.ndim
 * 
 *         if not self._shape:             # <<<<<<<<<<<<<<
 *             raise MemoryError("unable to allocate shape and strides.")
 * 
 */
  }

  /* "View.MemoryView":147
 * 
 * 
 *         for idx, dim in enumerate(shape):             # <<<<<<<<<<<<<<
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 */
  __pyx_t_7 = 0;
  __pyx_t_5 = __pyx_v_shape; __Pyx_INCREF(__pyx_t_5); __pyx_t_1 = 0;
  for (;;) {
    if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_3); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_dim = __pyx_t_8;
    __pyx_v_idx = __pyx_t_7;
    __pyx_t_7 = (__pyx_t_7 + 1);

    /* "View.MemoryView":148
 * 
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim
 */
    __pyx_t_4 = ((__pyx_v_dim <= 0) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":149
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))             # <<<<<<<<<<<<<<
 *             self._shape[idx] = dim
 * 
 */
      __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_idx); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_9 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_9);
      PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_9);
      __pyx_t_3 = 0;
      __pyx_t_9 = 0;
      __pyx_t_9 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_t_10); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_GIVEREF(__pyx_t_9);
      PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_9);
      __pyx_t_9 = 0;
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_10, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_Raise(__pyx_t_9, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":148
 * 
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim
 */
    }

    /* "View.MemoryView":150
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim             # <<<<<<<<<<<<<<
 * 
 *         cdef char order
 */
    (__pyx_v_self->_shape[__pyx_v_idx]) = __pyx_v_dim;

    /* "View.MemoryView":147
 * 
 * 
 *         for idx, dim in enumerate(shape):             # <<<<<<<<<<<<<<
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 */
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

  /* "View.MemoryView":153
 * 
 *         cdef char order
 *         if mode == 'fortran':             # <<<<<<<<<<<<<<
 *             order = b'F'
 *             self.mode = u'fortran'
 */
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_fortran, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_4) {

    /* "View.MemoryView":154
 *         cdef char order
 *         if mode == 'fortran':
 *             order = b'F'             # <<<<<<<<<<<<<<
 *             self.mode = u'fortran'
 *         elif mode == 'c':
 */
    __pyx_v_order = 'F';

    /* "View.MemoryView":155
 *         if mode == 'fortran':
 *             order = b'F'
 *             self.mode = u'fortran'             # <<<<<<<<<<<<<<
 *         elif mode == 'c':
 *             order = b'C'
 */
    __Pyx_INCREF(__pyx_n_u_fortran);
    __Pyx_GIVEREF(__pyx_n_u_fortran);
    __Pyx_GOTREF(__pyx_v_self->mode);
    __Pyx_DECREF(__pyx_v_self->mode);
    __pyx_v_self->mode = __pyx_n_u_fortran;

    /* "View.MemoryView":153
 * 
 *         cdef char order
 *         if mode == 'fortran':             # <<<<<<<<<<<<<<
 *             order = b'F'
 *             self.mode = u'fortran'
 */
    goto __pyx_L10;
  }

  /* "View.MemoryView":156
 *             order = b'F'
 *             self.mode = u'fortran'
 *         elif mode == 'c':             # <<<<<<<<<<<<<<
 *             order = b'C'
 *             self.mode = u'c'
 */
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_c, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_4) {

    /* "View.MemoryView":157
 *             self.mode = u'fortran'
 *         elif mode == 'c':
 *             order = b'C'             # <<<<<<<<<<<<<<
 *             self.mode = u'c'
 *         else:
 */
    __pyx_v_order = 'C';

    /* "View.MemoryView":158
 *         elif mode == 'c':
 *             order = b'C'
 *             self.mode = u'c'             # <<<<<<<<<<<<<<
 *         else:
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)
 */
    __Pyx_INCREF(__pyx_n_u_c);
    __Pyx_GIVEREF(__pyx_n_u_c);
    __Pyx_GOTREF(__pyx_v_self->mode);
    __Pyx_DECREF(__pyx_v_self->mode);
    __pyx_v_self->mode = __pyx_n_u_c;

    /* "View.MemoryView":156
 *             order = b'F'
 *             self.mode = u'fortran'
 *         elif mode == 'c':             # <<<<<<<<<<<<<<
 *             order = b'C'
 *             self.mode = u'c'
 */
    goto __pyx_L10;
  }

  /* "View.MemoryView":160
 *             self.mode = u'c'
 *         else:
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)             # <<<<<<<<<<<<<<
 * 
 *         self.len = fill_contig_strides_array(self._shape, self._strides,
 */
  /*else*/ {
    __pyx_t_5 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_9, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_Raise(__pyx_t_5, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_L10:;

  /* "View.MemoryView":162
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)
 * 
 *         self.len = fill_contig_strides_array(self._shape, self._strides,             # <<<<<<<<<<<<<<
 *                                              itemsize, self.ndim, order)
 * 
 */
  __pyx_v_self->len = __pyx_fill_contig_strides_array(__pyx_v_self->_shape, __pyx_v_self->_strides, __pyx_v_itemsize, __pyx_v_self->ndim, __pyx_v_order);

  /* "View.MemoryView":165
 *                                              itemsize, self.ndim, order)
 * 
 *         self.free_data = allocate_buffer             # <<<<<<<<<<<<<<
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:
 */
  __pyx_v_self->free_data = __pyx_v_allocate_buffer;

  /* "View.MemoryView":166
 * 
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'             # <<<<<<<<<<<<<<
 *         if allocate_buffer:
 * 
 */
  __pyx_t_5 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_self->dtype_is_object = __pyx_t_4;

  /* "View.MemoryView":167
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_4 = (__pyx_v_allocate_buffer != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":170
 * 
 * 
 *             self.data = <char *>malloc(self.len)             # <<<<<<<<<<<<<<
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")
 */
    __pyx_v_self->data = ((char *)malloc(__pyx_v_self->len));

    /* "View.MemoryView":171
 * 
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:             # <<<<<<<<<<<<<<
 *                 raise MemoryError("unable to allocate array data.")
 * 
 */
    __pyx_t_4 = ((!(__pyx_v_self->data != 0)) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":172
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")             # <<<<<<<<<<<<<<
 * 
 *             if self.dtype_is_object:
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__70, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":171
 * 
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:             # <<<<<<<<<<<<<<
 *                 raise MemoryError("unable to allocate array data.")
 * 
 */
    }

    /* "View.MemoryView":174
 *                 raise MemoryError("unable to allocate array data.")
 * 
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 */
    __pyx_t_4 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":175
 * 
 *             if self.dtype_is_object:
 *                 p = <PyObject **> self.data             # <<<<<<<<<<<<<<
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None
 */
      __pyx_v_p = ((PyObject **)__pyx_v_self->data);

      /* "View.MemoryView":176
 *             if self.dtype_is_object:
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):             # <<<<<<<<<<<<<<
 *                     p[i] = Py_None
 *                     Py_INCREF(Py_None)
 */
      if (unlikely(__pyx_v_itemsize == 0)) {
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        {__pyx_filename = __pyx_f[11]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_self->len))) {
        PyErr_SetString(PyExc_OverflowError, "value too large to perform division");
        {__pyx_filename = __pyx_f[11]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_1 = __Pyx_div_Py_ssize_t(__pyx_v_self->len, __pyx_v_itemsize);
      for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_1; __pyx_t_8+=1) {
        __pyx_v_i = __pyx_t_8;

        /* "View.MemoryView":177
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None             # <<<<<<<<<<<<<<
 *                     Py_INCREF(Py_None)
 * 
 */
        (__pyx_v_p[__pyx_v_i]) = Py_None;

        /* "View.MemoryView":178
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None
 *                     Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
        Py_INCREF(Py_None);
      }

      /* "View.MemoryView":174
 *                 raise MemoryError("unable to allocate array data.")
 * 
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 */
    }

    /* "View.MemoryView":167
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":118
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_format);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":181
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(((struct __pyx_array_obj *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_v_bufmode;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  char *__pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "View.MemoryView":182
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1             # <<<<<<<<<<<<<<
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 */
  __pyx_v_bufmode = -1;

  /* "View.MemoryView":183
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1
 *         if self.mode == u"c":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 */
  __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":184
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS             # <<<<<<<<<<<<<<
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 */
    __pyx_v_bufmode = (PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS);

    /* "View.MemoryView":183
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1
 *         if self.mode == u"c":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":185
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 */
  __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":186
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS             # <<<<<<<<<<<<<<
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 */
    __pyx_v_bufmode = (PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS);

    /* "View.MemoryView":185
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":187
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):             # <<<<<<<<<<<<<<
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 */
  __pyx_t_1 = ((!((__pyx_v_flags & __pyx_v_bufmode) != 0)) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":188
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")             # <<<<<<<<<<<<<<
 *         info.buf = self.data
 *         info.len = self.len
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__71, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":187
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):             # <<<<<<<<<<<<<<
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 */
  }

  /* "View.MemoryView":189
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data             # <<<<<<<<<<<<<<
 *         info.len = self.len
 *         info.ndim = self.ndim
 */
  __pyx_t_4 = __pyx_v_self->data;
  __pyx_v_info->buf = __pyx_t_4;

  /* "View.MemoryView":190
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 *         info.len = self.len             # <<<<<<<<<<<<<<
 *         info.ndim = self.ndim
 *         info.shape = self._shape
 */
  __pyx_t_5 = __pyx_v_self->len;
  __pyx_v_info->len = __pyx_t_5;

  /* "View.MemoryView":191
 *         info.buf = self.data
 *         info.len = self.len
 *         info.ndim = self.ndim             # <<<<<<<<<<<<<<
 *         info.shape = self._shape
 *         info.strides = self._strides
 */
  __pyx_t_6 = __pyx_v_self->ndim;
  __pyx_v_info->ndim = __pyx_t_6;

  /* "View.MemoryView":192
 *         info.len = self.len
 *         info.ndim = self.ndim
 *         info.shape = self._shape             # <<<<<<<<<<<<<<
 *         info.strides = self._strides
 *         info.suboffsets = NULL
 */
  __pyx_t_7 = __pyx_v_self->_shape;
  __pyx_v_info->shape = __pyx_t_7;

  /* "View.MemoryView":193
 *         info.ndim = self.ndim
 *         info.shape = self._shape
 *         info.strides = self._strides             # <<<<<<<<<<<<<<
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize
 */
  __pyx_t_7 = __pyx_v_self->_strides;
  __pyx_v_info->strides = __pyx_t_7;

  /* "View.MemoryView":194
 *         info.shape = self._shape
 *         info.strides = self._strides
 *         info.suboffsets = NULL             # <<<<<<<<<<<<<<
 *         info.itemsize = self.itemsize
 *         info.readonly = 0
 */
  __pyx_v_info->suboffsets = NULL;

  /* "View.MemoryView":195
 *         info.strides = self._strides
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize             # <<<<<<<<<<<<<<
 *         info.readonly = 0
 * 
 */
  __pyx_t_5 = __pyx_v_self->itemsize;
  __pyx_v_info->itemsize = __pyx_t_5;

  /* "View.MemoryView":196
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize
 *         info.readonly = 0             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
  __pyx_v_info->readonly = 0;

  /* "View.MemoryView":198
 *         info.readonly = 0
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.format
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":199
 * 
 *         if flags & PyBUF_FORMAT:
 *             info.format = self.format             # <<<<<<<<<<<<<<
 *         else:
 *             info.format = NULL
 */
    __pyx_t_4 = __pyx_v_self->format;
    __pyx_v_info->format = __pyx_t_4;

    /* "View.MemoryView":198
 *         info.readonly = 0
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.format
 *         else:
 */
    goto __pyx_L5;
  }

  /* "View.MemoryView":201
 *             info.format = self.format
 *         else:
 *             info.format = NULL             # <<<<<<<<<<<<<<
 * 
 *         info.obj = self
 */
  /*else*/ {
    __pyx_v_info->format = NULL;
  }
  __pyx_L5:;

  /* "View.MemoryView":203
 *             info.format = NULL
 * 
 *         info.obj = self             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "View.MemoryView":181
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.array.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info != NULL && __pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = NULL;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __pyx_L2:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":207
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 * 
 *     def __dealloc__(array self):             # <<<<<<<<<<<<<<
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 */

/* Python wrapper */
static void __pyx_array___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_array___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(((struct __pyx_array_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "View.MemoryView":208
 * 
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:             # <<<<<<<<<<<<<<
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 */
  __pyx_t_1 = ((__pyx_v_self->callback_free_data != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":209
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)             # <<<<<<<<<<<<<<
 *         elif self.free_data:
 *             if self.dtype_is_object:
 */
    __pyx_v_self->callback_free_data(__pyx_v_self->data);

    /* "View.MemoryView":208
 * 
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:             # <<<<<<<<<<<<<<
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":210
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 *         elif self.free_data:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,
 */
  __pyx_t_1 = (__pyx_v_self->free_data != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":211
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 */
    __pyx_t_1 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":212
 *         elif self.free_data:
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,             # <<<<<<<<<<<<<<
 *                                           self._strides, self.ndim, False)
 *             free(self.data)
 */
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_self->data, __pyx_v_self->_shape, __pyx_v_self->_strides, __pyx_v_self->ndim, 0);

      /* "View.MemoryView":211
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 */
    }

    /* "View.MemoryView":214
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 *             free(self.data)             # <<<<<<<<<<<<<<
 *         PyMem_Free(self._shape)
 * 
 */
    free(__pyx_v_self->data);

    /* "View.MemoryView":210
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 *         elif self.free_data:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":215
 *                                           self._strides, self.ndim, False)
 *             free(self.data)
 *         PyMem_Free(self._shape)             # <<<<<<<<<<<<<<
 * 
 *     property memview:
 */
  PyMem_Free(__pyx_v_self->_shape);

  /* "View.MemoryView":207
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 * 
 *     def __dealloc__(array self):             # <<<<<<<<<<<<<<
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":219
 *     property memview:
 *         @cname('get_memview')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 */

/* Python wrapper */
static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/
static PyObject *get_memview(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_5array_7memview___get__(((struct __pyx_array_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self) {
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":221
 *         def __get__(self):
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE             # <<<<<<<<<<<<<<
 *             return  memoryview(self, flags, self.dtype_is_object)
 * 
 */
  __pyx_v_flags = ((PyBUF_ANY_CONTIGUOUS | PyBUF_FORMAT) | PyBUF_WRITABLE);

  /* "View.MemoryView":222
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 *             return  memoryview(self, flags, self.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":219
 *     property memview:
 *         @cname('get_memview')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.array.memview.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":225
 * 
 * 
 *     def __getattr__(self, attr):             # <<<<<<<<<<<<<<
 *         return getattr(self.memview, attr)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_attr); /*proto*/
static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_attr) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getattr__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_attr));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getattr__", 0);

  /* "View.MemoryView":226
 * 
 *     def __getattr__(self, attr):
 *         return getattr(self.memview, attr)             # <<<<<<<<<<<<<<
 * 
 *     def __getitem__(self, item):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_GetAttr(__pyx_t_1, __pyx_v_attr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":225
 * 
 * 
 *     def __getattr__(self, attr):             # <<<<<<<<<<<<<<
 *         return getattr(self.memview, attr)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.array.__getattr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":228
 *         return getattr(self.memview, attr)
 * 
 *     def __getitem__(self, item):             # <<<<<<<<<<<<<<
 *         return self.memview[item]
 * 
 */

/* Python wrapper */
static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item); /*proto*/
static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_item));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "View.MemoryView":229
 * 
 *     def __getitem__(self, item):
 *         return self.memview[item]             # <<<<<<<<<<<<<<
 * 
 *     def __setitem__(self, item, value):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_GetItem(__pyx_t_1, __pyx_v_item); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":228
 *         return getattr(self.memview, attr)
 * 
 *     def __getitem__(self, item):             # <<<<<<<<<<<<<<
 *         return self.memview[item]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.array.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":231
 *         return self.memview[item]
 * 
 *     def __setitem__(self, item, value):             # <<<<<<<<<<<<<<
 *         self.memview[item] = value
 * 
 */

/* Python wrapper */
static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /*proto*/
static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_item), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setitem__", 0);

  /* "View.MemoryView":232
 * 
 *     def __setitem__(self, item, value):
 *         self.memview[item] = value             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":231
 *         return self.memview[item]
 * 
 *     def __setitem__(self, item, value):             # <<<<<<<<<<<<<<
 *         self.memview[item] = value
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.array.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":236
 * 
 * @cname("__pyx_array_new")
 * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format,             # <<<<<<<<<<<<<<
 *                           char *mode, char *buf):
 *     cdef array result
 */

static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, char *__pyx_v_format, char *__pyx_v_mode, char *__pyx_v_buf) {
  struct __pyx_array_obj *__pyx_v_result = 0;
  struct __pyx_array_obj *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("array_cwrapper", 0);

  /* "View.MemoryView":240
 *     cdef array result
 * 
 *     if buf == NULL:             # <<<<<<<<<<<<<<
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_buf == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":241
 * 
 *     if buf == NULL:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))             # <<<<<<<<<<<<<<
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 */
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_INCREF(__pyx_v_shape);
    __Pyx_GIVEREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_shape);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 3, __pyx_t_4);
    __pyx_t_2 = 0;
    __pyx_t_3 = 0;
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_4);
    __pyx_t_4 = 0;

    /* "View.MemoryView":240
 *     cdef array result
 * 
 *     if buf == NULL:             # <<<<<<<<<<<<<<
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":243
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),             # <<<<<<<<<<<<<<
 *                        allocate_buffer=False)
 *         result.data = buf
 */
  /*else*/ {
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_v_shape);
    __Pyx_GIVEREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_shape);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_2, 3, __pyx_t_3);
    __pyx_t_4 = 0;
    __pyx_t_5 = 0;
    __pyx_t_3 = 0;

    /* "View.MemoryView":244
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 *                        allocate_buffer=False)             # <<<<<<<<<<<<<<
 *         result.data = buf
 * 
 */
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":243
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),             # <<<<<<<<<<<<<<
 *                        allocate_buffer=False)
 *         result.data = buf
 */
    __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_5);
    __pyx_t_5 = 0;

    /* "View.MemoryView":245
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 *                        allocate_buffer=False)
 *         result.data = buf             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_v_result->data = __pyx_v_buf;
  }
  __pyx_L3:;

  /* "View.MemoryView":247
 *         result.data = buf
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":236
 * 
 * @cname("__pyx_array_new")
 * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format,             # <<<<<<<<<<<<<<
 *                           char *mode, char *buf):
 *     cdef array result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.array_cwrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":273
 * cdef class Enum(object):
 *     cdef object name
 *     def __init__(self, name):             # <<<<<<<<<<<<<<
 *         self.name = name
 *     def __repr__(self):
 */

/* Python wrapper */
static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_name = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_name,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_name)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_name = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self), __pyx_v_name);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "View.MemoryView":274
 *     cdef object name
 *     def __init__(self, name):
 *         self.name = name             # <<<<<<<<<<<<<<
 *     def __repr__(self):
 *         return self.name
 */
  __Pyx_INCREF(__pyx_v_name);
  __Pyx_GIVEREF(__pyx_v_name);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_v_name;

  /* "View.MemoryView":273
 * cdef class Enum(object):
 *     cdef object name
 *     def __init__(self, name):             # <<<<<<<<<<<<<<
 *         self.name = name
 *     def __repr__(self):
 */

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":275
 *     def __init__(self, name):
 *         self.name = name
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return self.name
 * 
 */

/* Python wrapper */
static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__ (wrapper)", 0);
  __pyx_r = __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__", 0);

  /* "View.MemoryView":276
 *         self.name = name
 *     def __repr__(self):
 *         return self.name             # <<<<<<<<<<<<<<
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->name);
  __pyx_r = __pyx_v_self->name;
  goto __pyx_L0;

  /* "View.MemoryView":275
 *     def __init__(self, name):
 *         self.name = name
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return self.name
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":290
 * 
 * @cname('__pyx_align_pointer')
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:             # <<<<<<<<<<<<<<
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory
 */

static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) {
  Py_intptr_t __pyx_v_aligned_p;
  size_t __pyx_v_offset;
  void *__pyx_r;
  int __pyx_t_1;

  /* "View.MemoryView":292
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory             # <<<<<<<<<<<<<<
 *     cdef size_t offset
 * 
 */
  __pyx_v_aligned_p = ((Py_intptr_t)__pyx_v_memory);

  /* "View.MemoryView":296
 * 
 *     with cython.cdivision(True):
 *         offset = aligned_p % alignment             # <<<<<<<<<<<<<<
 * 
 *     if offset > 0:
 */
  __pyx_v_offset = (__pyx_v_aligned_p % __pyx_v_alignment);

  /* "View.MemoryView":298
 *         offset = aligned_p % alignment
 * 
 *     if offset > 0:             # <<<<<<<<<<<<<<
 *         aligned_p += alignment - offset
 * 
 */
  __pyx_t_1 = ((__pyx_v_offset > 0) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":299
 * 
 *     if offset > 0:
 *         aligned_p += alignment - offset             # <<<<<<<<<<<<<<
 * 
 *     return <void *> aligned_p
 */
    __pyx_v_aligned_p = (__pyx_v_aligned_p + (__pyx_v_alignment - __pyx_v_offset));

    /* "View.MemoryView":298
 *         offset = aligned_p % alignment
 * 
 *     if offset > 0:             # <<<<<<<<<<<<<<
 *         aligned_p += alignment - offset
 * 
 */
  }

  /* "View.MemoryView":301
 *         aligned_p += alignment - offset
 * 
 *     return <void *> aligned_p             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview')
 */
  __pyx_r = ((void *)__pyx_v_aligned_p);
  goto __pyx_L0;

  /* "View.MemoryView":290
 * 
 * @cname('__pyx_align_pointer')
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:             # <<<<<<<<<<<<<<
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":319
 *     cdef __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
 */

/* Python wrapper */
static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_obj = 0;
  int __pyx_v_flags;
  int __pyx_v_dtype_is_object;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_obj,&__pyx_n_s_flags,&__pyx_n_s_dtype_is_object,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_obj)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dtype_is_object);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_obj = values[0];
    __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[2]) {
      __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_dtype_is_object = ((int)0);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_obj, __pyx_v_flags, __pyx_v_dtype_is_object);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "View.MemoryView":320
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):
 *         self.obj = obj             # <<<<<<<<<<<<<<
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:
 */
  __Pyx_INCREF(__pyx_v_obj);
  __Pyx_GIVEREF(__pyx_v_obj);
  __Pyx_GOTREF(__pyx_v_self->obj);
  __Pyx_DECREF(__pyx_v_self->obj);
  __pyx_v_self->obj = __pyx_v_obj;

  /* "View.MemoryView":321
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):
 *         self.obj = obj
 *         self.flags = flags             # <<<<<<<<<<<<<<
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 */
  __pyx_v_self->flags = __pyx_v_flags;

  /* "View.MemoryView":322
 *         self.obj = obj
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 */
  __pyx_t_2 = (((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))) == ((PyObject *)__pyx_memoryview_type));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (!__pyx_t_3) {
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_3 = (__pyx_v_obj != Py_None);
  __pyx_t_2 = (__pyx_t_3 != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "View.MemoryView":323
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)             # <<<<<<<<<<<<<<
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 */
    __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":324
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:             # <<<<<<<<<<<<<<
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)
 */
    __pyx_t_1 = ((((PyObject *)__pyx_v_self->view.obj) == NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":325
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None             # <<<<<<<<<<<<<<
 *                 Py_INCREF(Py_None)
 * 
 */
      ((Py_buffer *)(&__pyx_v_self->view))->obj = Py_None;

      /* "View.MemoryView":326
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *         self.lock = PyThread_allocate_lock()
 */
      Py_INCREF(Py_None);

      /* "View.MemoryView":324
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:             # <<<<<<<<<<<<<<
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)
 */
    }

    /* "View.MemoryView":322
 *         self.obj = obj
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 */
  }

  /* "View.MemoryView":328
 *                 Py_INCREF(Py_None)
 * 
 *         self.lock = PyThread_allocate_lock()             # <<<<<<<<<<<<<<
 *         if self.lock == NULL:
 *             raise MemoryError
 */
  __pyx_v_self->lock = PyThread_allocate_lock();

  /* "View.MemoryView":329
 * 
 *         self.lock = PyThread_allocate_lock()
 *         if self.lock == NULL:             # <<<<<<<<<<<<<<
 *             raise MemoryError
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":330
 *         self.lock = PyThread_allocate_lock()
 *         if self.lock == NULL:
 *             raise MemoryError             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
    PyErr_NoMemory(); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":329
 * 
 *         self.lock = PyThread_allocate_lock()
 *         if self.lock == NULL:             # <<<<<<<<<<<<<<
 *             raise MemoryError
 * 
 */
  }

  /* "View.MemoryView":332
 *             raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = self.view.format == b'O'
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":333
 * 
 *         if flags & PyBUF_FORMAT:
 *             self.dtype_is_object = self.view.format == b'O'             # <<<<<<<<<<<<<<
 *         else:
 *             self.dtype_is_object = dtype_is_object
 */
    __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_v_self->dtype_is_object = __pyx_t_1;

    /* "View.MemoryView":332
 *             raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = self.view.format == b'O'
 *         else:
 */
    goto __pyx_L8;
  }

  /* "View.MemoryView":335
 *             self.dtype_is_object = self.view.format == b'O'
 *         else:
 *             self.dtype_is_object = dtype_is_object             # <<<<<<<<<<<<<<
 * 
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
 */
  /*else*/ {
    __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object;
  }
  __pyx_L8:;

  /* "View.MemoryView":337
 *             self.dtype_is_object = dtype_is_object
 * 
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(             # <<<<<<<<<<<<<<
 *                   <void *> &self.acquisition_count[0], sizeof(__pyx_atomic_int))
 *         self.typeinfo = NULL
 */
  __pyx_v_self->acquisition_count_aligned_p = ((__pyx_atomic_int *)__pyx_align_pointer(((void *)(&(__pyx_v_self->acquisition_count[0]))), (sizeof(__pyx_atomic_int))));

  /* "View.MemoryView":339
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
 *                   <void *> &self.acquisition_count[0], sizeof(__pyx_atomic_int))
 *         self.typeinfo = NULL             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(memoryview self):
 */
  __pyx_v_self->typeinfo = NULL;

  /* "View.MemoryView":319
 *     cdef __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":341
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 */

/* Python wrapper */
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "View.MemoryView":342
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_ReleaseBuffer(&self.view)
 * 
 */
  __pyx_t_1 = (__pyx_v_self->obj != Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":343
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)             # <<<<<<<<<<<<<<
 * 
 *         if self.lock != NULL:
 */
    __Pyx_ReleaseBuffer((&__pyx_v_self->view));

    /* "View.MemoryView":342
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_ReleaseBuffer(&self.view)
 * 
 */
  }

  /* "View.MemoryView":345
 *             __Pyx_ReleaseBuffer(&self.view)
 * 
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             PyThread_free_lock(self.lock)
 * 
 */
  __pyx_t_2 = ((__pyx_v_self->lock != NULL) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":346
 * 
 *         if self.lock != NULL:
 *             PyThread_free_lock(self.lock)             # <<<<<<<<<<<<<<
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
 */
    PyThread_free_lock(__pyx_v_self->lock);

    /* "View.MemoryView":345
 *             __Pyx_ReleaseBuffer(&self.view)
 * 
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             PyThread_free_lock(self.lock)
 * 
 */
  }

  /* "View.MemoryView":341
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":348
 *             PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
 */

static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  Py_ssize_t __pyx_v_dim;
  char *__pyx_v_itemp;
  PyObject *__pyx_v_idx = NULL;
  char *__pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *(*__pyx_t_4)(PyObject *);
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  char *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_item_pointer", 0);

  /* "View.MemoryView":350
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf             # <<<<<<<<<<<<<<
 * 
 *         for dim, idx in enumerate(index):
 */
  __pyx_v_itemp = ((char *)__pyx_v_self->view.buf);

  /* "View.MemoryView":352
 *         cdef char *itemp = <char *> self.view.buf
 * 
 *         for dim, idx in enumerate(index):             # <<<<<<<<<<<<<<
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 */
  __pyx_t_1 = 0;
  if (likely(PyList_CheckExact(__pyx_v_index)) || PyTuple_CheckExact(__pyx_v_index)) {
    __pyx_t_2 = __pyx_v_index; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
  } else {
    __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_4)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      } else {
        if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      }
    } else {
      __pyx_t_5 = __pyx_t_4(__pyx_t_2);
      if (unlikely(!__pyx_t_5)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_5);
    }
    __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_v_dim = __pyx_t_1;
    __pyx_t_1 = (__pyx_t_1 + 1);

    /* "View.MemoryView":353
 * 
 *         for dim, idx in enumerate(index):
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)             # <<<<<<<<<<<<<<
 * 
 *         return itemp
 */
    __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_itemp = __pyx_t_7;

    /* "View.MemoryView":352
 *         cdef char *itemp = <char *> self.view.buf
 * 
 *         for dim, idx in enumerate(index):             # <<<<<<<<<<<<<<
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 */
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":355
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 *         return itemp             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_itemp;
  goto __pyx_L0;

  /* "View.MemoryView":348
 *             PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.get_item_pointer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_idx);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":358
 * 
 * 
 *     def __getitem__(memoryview self, object index):             # <<<<<<<<<<<<<<
 *         if index is Ellipsis:
 *             return self
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index); /*proto*/
static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((PyObject *)__pyx_v_index));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_v_have_slices = NULL;
  PyObject *__pyx_v_indices = NULL;
  char *__pyx_v_itemp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  char *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "View.MemoryView":359
 * 
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:             # <<<<<<<<<<<<<<
 *             return self
 * 
 */
  __pyx_t_1 = (__pyx_v_index == __pyx_builtin_Ellipsis);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":360
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:
 *             return self             # <<<<<<<<<<<<<<
 * 
 *         have_slices, indices = _unellipsify(index, self.view.ndim)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_self));
    __pyx_r = ((PyObject *)__pyx_v_self);
    goto __pyx_L0;

    /* "View.MemoryView":359
 * 
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:             # <<<<<<<<<<<<<<
 *             return self
 * 
 */
  }

  /* "View.MemoryView":362
 *             return self
 * 
 *         have_slices, indices = _unellipsify(index, self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *         cdef char *itemp
 */
  __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (likely(__pyx_t_3 != Py_None)) {
    PyObject* sequence = __pyx_t_3;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); 
    __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1); 
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_t_5);
    #else
    __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    #endif
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_have_slices = __pyx_t_4;
  __pyx_t_4 = 0;
  __pyx_v_indices = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "View.MemoryView":365
 * 
 *         cdef char *itemp
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             return memview_slice(self, indices)
 *         else:
 */
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_2) {

    /* "View.MemoryView":366
 *         cdef char *itemp
 *         if have_slices:
 *             return memview_slice(self, indices)             # <<<<<<<<<<<<<<
 *         else:
 *             itemp = self.get_item_pointer(indices)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":365
 * 
 *         cdef char *itemp
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             return memview_slice(self, indices)
 *         else:
 */
  }

  /* "View.MemoryView":368
 *             return memview_slice(self, indices)
 *         else:
 *             itemp = self.get_item_pointer(indices)             # <<<<<<<<<<<<<<
 *             return self.convert_item_to_object(itemp)
 * 
 */
  /*else*/ {
    __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_itemp = __pyx_t_6;

    /* "View.MemoryView":369
 *         else:
 *             itemp = self.get_item_pointer(indices)
 *             return self.convert_item_to_object(itemp)             # <<<<<<<<<<<<<<
 * 
 *     def __setitem__(memoryview self, object index, object value):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":358
 * 
 * 
 *     def __getitem__(memoryview self, object index):             # <<<<<<<<<<<<<<
 *         if index is Ellipsis:
 *             return self
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_have_slices);
  __Pyx_XDECREF(__pyx_v_indices);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":371
 *             return self.convert_item_to_object(itemp)
 * 
 *     def __setitem__(memoryview self, object index, object value):             # <<<<<<<<<<<<<<
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 */

/* Python wrapper */
static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /*proto*/
static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((PyObject *)__pyx_v_index), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  PyObject *__pyx_v_have_slices = NULL;
  PyObject *__pyx_v_obj = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setitem__", 0);
  __Pyx_INCREF(__pyx_v_index);

  /* "View.MemoryView":372
 * 
 *     def __setitem__(memoryview self, object index, object value):
 *         have_slices, index = _unellipsify(index, self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *         if have_slices:
 */
  __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (likely(__pyx_t_1 != Py_None)) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
    __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_have_slices = __pyx_t_2;
  __pyx_t_2 = 0;
  __Pyx_DECREF_SET(__pyx_v_index, __pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":374
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             obj = self.is_slice(value)
 *             if obj:
 */
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_4) {

    /* "View.MemoryView":375
 * 
 *         if have_slices:
 *             obj = self.is_slice(value)             # <<<<<<<<<<<<<<
 *             if obj:
 *                 self.setitem_slice_assignment(self[index], obj)
 */
    __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_v_obj = __pyx_t_1;
    __pyx_t_1 = 0;

    /* "View.MemoryView":376
 *         if have_slices:
 *             obj = self.is_slice(value)
 *             if obj:             # <<<<<<<<<<<<<<
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 */
    __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (__pyx_t_4) {

      /* "View.MemoryView":377
 *             obj = self.is_slice(value)
 *             if obj:
 *                 self.setitem_slice_assignment(self[index], obj)             # <<<<<<<<<<<<<<
 *             else:
 *                 self.setitem_slice_assign_scalar(self[index], value)
 */
      __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "View.MemoryView":376
 *         if have_slices:
 *             obj = self.is_slice(value)
 *             if obj:             # <<<<<<<<<<<<<<
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 */
      goto __pyx_L4;
    }

    /* "View.MemoryView":379
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 *                 self.setitem_slice_assign_scalar(self[index], value)             # <<<<<<<<<<<<<<
 *         else:
 *             self.setitem_indexed(index, value)
 */
    /*else*/ {
      __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_3);
      if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    }
    __pyx_L4:;

    /* "View.MemoryView":374
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             obj = self.is_slice(value)
 *             if obj:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":381
 *                 self.setitem_slice_assign_scalar(self[index], value)
 *         else:
 *             self.setitem_indexed(index, value)             # <<<<<<<<<<<<<<
 * 
 *     cdef is_slice(self, obj):
 */
  /*else*/ {
    __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":371
 *             return self.convert_item_to_object(itemp)
 * 
 *     def __setitem__(memoryview self, object index, object value):             # <<<<<<<<<<<<<<
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_have_slices);
  __Pyx_XDECREF(__pyx_v_obj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":383
 *             self.setitem_indexed(index, value)
 * 
 *     cdef is_slice(self, obj):             # <<<<<<<<<<<<<<
 *         if not isinstance(obj, memoryview):
 *             try:
 */

static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_slice", 0);
  __Pyx_INCREF(__pyx_v_obj);

  /* "View.MemoryView":384
 * 
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):             # <<<<<<<<<<<<<<
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_obj, __pyx_memoryview_type); 
  __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":385
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_5);
      /*try:*/ {

        /* "View.MemoryView":386
 *         if not isinstance(obj, memoryview):
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,             # <<<<<<<<<<<<<<
 *                                  self.dtype_is_object)
 *             except TypeError:
 */
        __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_6);

        /* "View.MemoryView":387
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)             # <<<<<<<<<<<<<<
 *             except TypeError:
 *                 return None
 */
        __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_7);

        /* "View.MemoryView":386
 *         if not isinstance(obj, memoryview):
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,             # <<<<<<<<<<<<<<
 *                                  self.dtype_is_object)
 *             except TypeError:
 */
        __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_INCREF(__pyx_v_obj);
        __Pyx_GIVEREF(__pyx_v_obj);
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_obj);
        __Pyx_GIVEREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_7);
        PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7);
        __pyx_t_6 = 0;
        __pyx_t_7 = 0;
        __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7);
        __pyx_t_7 = 0;

        /* "View.MemoryView":385
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
      }
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L11_try_end;
      __pyx_L4_error:;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;

      /* "View.MemoryView":388
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 *             except TypeError:             # <<<<<<<<<<<<<<
 *                 return None
 * 
 */
      __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError);
      if (__pyx_t_9) {
        __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_GOTREF(__pyx_t_6);

        /* "View.MemoryView":389
 *                                  self.dtype_is_object)
 *             except TypeError:
 *                 return None             # <<<<<<<<<<<<<<
 * 
 *         return obj
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_None);
        __pyx_r = Py_None;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L7_except_return;
      }
      goto __pyx_L6_except_error;
      __pyx_L6_except_error:;

      /* "View.MemoryView":385
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L1_error;
      __pyx_L7_except_return:;
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L0;
      __pyx_L11_try_end:;
    }

    /* "View.MemoryView":384
 * 
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):             # <<<<<<<<<<<<<<
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 */
  }

  /* "View.MemoryView":391
 *                 return None
 * 
 *         return obj             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_slice_assignment(self, dst, src):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_obj);
  __pyx_r = __pyx_v_obj;
  goto __pyx_L0;

  /* "View.MemoryView":383
 *             self.setitem_indexed(index, value)
 * 
 *     cdef is_slice(self, obj):             # <<<<<<<<<<<<<<
 *         if not isinstance(obj, memoryview):
 *             try:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_obj);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":393
 *         return obj
 * 
 *     cdef setitem_slice_assignment(self, dst, src):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice dst_slice
 *         cdef __Pyx_memviewslice src_slice
 */

static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src) {
  __Pyx_memviewslice __pyx_v_dst_slice;
  __Pyx_memviewslice __pyx_v_src_slice;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_slice_assignment", 0);

  /* "View.MemoryView":397
 *         cdef __Pyx_memviewslice src_slice
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],             # <<<<<<<<<<<<<<
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 */
  if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":398
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],
 *                                  get_slice_from_memview(dst, &dst_slice)[0],             # <<<<<<<<<<<<<<
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 */
  if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":399
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":397
 *         cdef __Pyx_memviewslice src_slice
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],             # <<<<<<<<<<<<<<
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 */
  __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":393
 *         return obj
 * 
 *     cdef setitem_slice_assignment(self, dst, src):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice dst_slice
 *         cdef __Pyx_memviewslice src_slice
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_slice_assignment", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":401
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):             # <<<<<<<<<<<<<<
 *         cdef int array[128]
 *         cdef void *tmp = NULL
 */

static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value) {
  int __pyx_v_array[0x80];
  void *__pyx_v_tmp;
  void *__pyx_v_item;
  __Pyx_memviewslice *__pyx_v_dst_slice;
  __Pyx_memviewslice __pyx_v_tmp_slice;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  char const *__pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_slice_assign_scalar", 0);

  /* "View.MemoryView":403
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):
 *         cdef int array[128]
 *         cdef void *tmp = NULL             # <<<<<<<<<<<<<<
 *         cdef void *item
 * 
 */
  __pyx_v_tmp = NULL;

  /* "View.MemoryView":408
 *         cdef __Pyx_memviewslice *dst_slice
 *         cdef __Pyx_memviewslice tmp_slice
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)             # <<<<<<<<<<<<<<
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):
 */
  __pyx_v_dst_slice = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_dst, (&__pyx_v_tmp_slice));

  /* "View.MemoryView":410
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):             # <<<<<<<<<<<<<<
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 */
  __pyx_t_1 = ((((size_t)__pyx_v_self->view.itemsize) > (sizeof(__pyx_v_array))) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":411
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)             # <<<<<<<<<<<<<<
 *             if tmp == NULL:
 *                 raise MemoryError
 */
    __pyx_v_tmp = PyMem_Malloc(__pyx_v_self->view.itemsize);

    /* "View.MemoryView":412
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:             # <<<<<<<<<<<<<<
 *                 raise MemoryError
 *             item = tmp
 */
    __pyx_t_1 = ((__pyx_v_tmp == NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":413
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 *                 raise MemoryError             # <<<<<<<<<<<<<<
 *             item = tmp
 *         else:
 */
      PyErr_NoMemory(); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":412
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:             # <<<<<<<<<<<<<<
 *                 raise MemoryError
 *             item = tmp
 */
    }

    /* "View.MemoryView":414
 *             if tmp == NULL:
 *                 raise MemoryError
 *             item = tmp             # <<<<<<<<<<<<<<
 *         else:
 *             item = <void *> array
 */
    __pyx_v_item = __pyx_v_tmp;

    /* "View.MemoryView":410
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):             # <<<<<<<<<<<<<<
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":416
 *             item = tmp
 *         else:
 *             item = <void *> array             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
  /*else*/ {
    __pyx_v_item = ((void *)__pyx_v_array);
  }
  __pyx_L3:;

  /* "View.MemoryView":418
 *             item = <void *> array
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 (<PyObject **> item)[0] = <PyObject *> value
 */
  /*try:*/ {

    /* "View.MemoryView":419
 * 
 *         try:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 */
    __pyx_t_1 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":420
 *         try:
 *             if self.dtype_is_object:
 *                 (<PyObject **> item)[0] = <PyObject *> value             # <<<<<<<<<<<<<<
 *             else:
 *                 self.assign_item_from_object(<char *> item, value)
 */
      (((PyObject **)__pyx_v_item)[0]) = ((PyObject *)__pyx_v_value);

      /* "View.MemoryView":419
 * 
 *         try:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 */
      goto __pyx_L8;
    }

    /* "View.MemoryView":422
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 *                 self.assign_item_from_object(<char *> item, value)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    /*else*/ {
      __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __pyx_L8:;

    /* "View.MemoryView":426
 * 
 * 
 *             if self.view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 */
    __pyx_t_1 = ((__pyx_v_self->view.suboffsets != NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":427
 * 
 *             if self.view.suboffsets != NULL:
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)             # <<<<<<<<<<<<<<
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 *                                 item, self.dtype_is_object)
 */
      __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "View.MemoryView":426
 * 
 * 
 *             if self.view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 */
    }

    /* "View.MemoryView":428
 *             if self.view.suboffsets != NULL:
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,             # <<<<<<<<<<<<<<
 *                                 item, self.dtype_is_object)
 *         finally:
 */
    __pyx_memoryview_slice_assign_scalar(__pyx_v_dst_slice, __pyx_v_dst->view.ndim, __pyx_v_self->view.itemsize, __pyx_v_item, __pyx_v_self->dtype_is_object);
  }

  /* "View.MemoryView":431
 *                                 item, self.dtype_is_object)
 *         finally:
 *             PyMem_Free(tmp)             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_indexed(self, index, value):
 */
  /*finally:*/ {
    /*normal exit:*/{
      PyMem_Free(__pyx_v_tmp);
      goto __pyx_L7;
    }
    /*exception exit:*/{
      __pyx_L6_error:;
      __pyx_t_6 = 0; __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8) < 0)) __Pyx_ErrFetch(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_11);
      __pyx_t_3 = __pyx_lineno; __pyx_t_4 = __pyx_clineno; __pyx_t_5 = __pyx_filename;
      {
        PyMem_Free(__pyx_v_tmp);
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_11);
        __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_ErrRestore(__pyx_t_6, __pyx_t_7, __pyx_t_8);
      __pyx_t_6 = 0; __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0;
      __pyx_lineno = __pyx_t_3; __pyx_clineno = __pyx_t_4; __pyx_filename = __pyx_t_5;
      goto __pyx_L1_error;
    }
    __pyx_L7:;
  }

  /* "View.MemoryView":401
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):             # <<<<<<<<<<<<<<
 *         cdef int array[128]
 *         cdef void *tmp = NULL
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_slice_assign_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":433
 *             PyMem_Free(tmp)
 * 
 *     cdef setitem_indexed(self, index, value):             # <<<<<<<<<<<<<<
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)
 */

static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  char *__pyx_v_itemp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  char *__pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_indexed", 0);

  /* "View.MemoryView":434
 * 
 *     cdef setitem_indexed(self, index, value):
 *         cdef char *itemp = self.get_item_pointer(index)             # <<<<<<<<<<<<<<
 *         self.assign_item_from_object(itemp, value)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_itemp = __pyx_t_1;

  /* "View.MemoryView":435
 *     cdef setitem_indexed(self, index, value):
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)             # <<<<<<<<<<<<<<
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 */
  __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":433
 *             PyMem_Free(tmp)
 * 
 *     cdef setitem_indexed(self, index, value):             # <<<<<<<<<<<<<<
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_indexed", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":437
 *         self.assign_item_from_object(itemp, value)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp) {
  PyObject *__pyx_v_struct = NULL;
  PyObject *__pyx_v_bytesitem = 0;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  size_t __pyx_t_10;
  int __pyx_t_11;
  int __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_item_to_object", 0);

  /* "View.MemoryView":440
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 *         import struct             # <<<<<<<<<<<<<<
 *         cdef bytes bytesitem
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_struct = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "View.MemoryView":443
 *         cdef bytes bytesitem
 * 
 *         bytesitem = itemp[:self.view.itemsize]             # <<<<<<<<<<<<<<
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)
 */
  __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_bytesitem = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":444
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_2, &__pyx_t_3, &__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_4);
    /*try:*/ {

      /* "View.MemoryView":445
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)             # <<<<<<<<<<<<<<
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_7 = NULL;
      __pyx_t_8 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_7)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_7);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_8 = 1;
        }
      }
      __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_9);
      if (__pyx_t_7) {
        __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL;
      }
      __Pyx_GIVEREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_8, __pyx_t_6);
      __Pyx_INCREF(__pyx_v_bytesitem);
      __Pyx_GIVEREF(__pyx_v_bytesitem);
      PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_bytesitem);
      __pyx_t_6 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_v_result = __pyx_t_1;
      __pyx_t_1 = 0;

      /* "View.MemoryView":444
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
    }

    /* "View.MemoryView":449
 *             raise ValueError("Unable to convert item to object")
 *         else:
 *             if len(self.view.format) == 1:             # <<<<<<<<<<<<<<
 *                 return result[0]
 *             return result
 */
    /*else:*/ {
      __pyx_t_10 = strlen(__pyx_v_self->view.format); 
      __pyx_t_11 = ((__pyx_t_10 == 1) != 0);
      if (__pyx_t_11) {

        /* "View.MemoryView":450
 *         else:
 *             if len(self.view.format) == 1:
 *                 return result[0]             # <<<<<<<<<<<<<<
 *             return result
 * 
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;};
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_r = __pyx_t_1;
        __pyx_t_1 = 0;
        goto __pyx_L6_except_return;

        /* "View.MemoryView":449
 *             raise ValueError("Unable to convert item to object")
 *         else:
 *             if len(self.view.format) == 1:             # <<<<<<<<<<<<<<
 *                 return result[0]
 *             return result
 */
      }

      /* "View.MemoryView":451
 *             if len(self.view.format) == 1:
 *                 return result[0]
 *             return result             # <<<<<<<<<<<<<<
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_result);
      __pyx_r = __pyx_v_result;
      goto __pyx_L6_except_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "View.MemoryView":446
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:             # <<<<<<<<<<<<<<
 *             raise ValueError("Unable to convert item to object")
 *         else:
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_12 = PyErr_ExceptionMatches(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_12) {
      __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_9);

      /* "View.MemoryView":447
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")             # <<<<<<<<<<<<<<
 *         else:
 *             if len(self.view.format) == 1:
 */
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__72, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_Raise(__pyx_t_6, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "View.MemoryView":444
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
    goto __pyx_L1_error;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
    goto __pyx_L0;
  }

  /* "View.MemoryView":437
 *         self.assign_item_from_object(itemp, value)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_struct);
  __Pyx_XDECREF(__pyx_v_bytesitem);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":453
 *             return result
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value) {
  PyObject *__pyx_v_struct = NULL;
  char __pyx_v_c;
  PyObject *__pyx_v_bytesvalue = 0;
  Py_ssize_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  char *__pyx_t_10;
  char *__pyx_t_11;
  char *__pyx_t_12;
  char *__pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assign_item_from_object", 0);

  /* "View.MemoryView":456
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 *         import struct             # <<<<<<<<<<<<<<
 *         cdef char c
 *         cdef bytes bytesvalue
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_struct = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "View.MemoryView":461
 *         cdef Py_ssize_t i
 * 
 *         if isinstance(value, tuple):             # <<<<<<<<<<<<<<
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 */
  __pyx_t_2 = PyTuple_Check(__pyx_v_value); 
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "View.MemoryView":462
 * 
 *         if isinstance(value, tuple):
 *             bytesvalue = struct.pack(self.view.format, *value)             # <<<<<<<<<<<<<<
 *         else:
 *             bytesvalue = struct.pack(self.view.format, value)
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_4 = PySequence_Tuple(__pyx_v_value); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = PyNumber_Add(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4);
    __pyx_t_4 = 0;

    /* "View.MemoryView":461
 *         cdef Py_ssize_t i
 * 
 *         if isinstance(value, tuple):             # <<<<<<<<<<<<<<
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":464
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 *             bytesvalue = struct.pack(self.view.format, value)             # <<<<<<<<<<<<<<
 * 
 *         for i, c in enumerate(bytesvalue):
 */
  /*else*/ {
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_5 = NULL;
    __pyx_t_7 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
        __pyx_t_7 = 1;
      }
    }
    __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    if (__pyx_t_5) {
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __pyx_t_5 = NULL;
    }
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_t_1);
    __Pyx_INCREF(__pyx_v_value);
    __Pyx_GIVEREF(__pyx_v_value);
    PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_v_value);
    __pyx_t_1 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4);
    __pyx_t_4 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":466
 *             bytesvalue = struct.pack(self.view.format, value)
 * 
 *         for i, c in enumerate(bytesvalue):             # <<<<<<<<<<<<<<
 *             itemp[i] = c
 * 
 */
  __pyx_t_7 = 0;
  if (unlikely(__pyx_v_bytesvalue == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable");
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_INCREF(__pyx_v_bytesvalue);
  __pyx_t_9 = __pyx_v_bytesvalue;
  __pyx_t_11 = PyBytes_AS_STRING(__pyx_t_9);
  __pyx_t_12 = (__pyx_t_11 + PyBytes_GET_SIZE(__pyx_t_9));
  for (__pyx_t_13 = __pyx_t_11; __pyx_t_13 < __pyx_t_12; __pyx_t_13++) {
    __pyx_t_10 = __pyx_t_13;
    __pyx_v_c = (__pyx_t_10[0]);

    /* "View.MemoryView":467
 * 
 *         for i, c in enumerate(bytesvalue):
 *             itemp[i] = c             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
    __pyx_v_i = __pyx_t_7;

    /* "View.MemoryView":466
 *             bytesvalue = struct.pack(self.view.format, value)
 * 
 *         for i, c in enumerate(bytesvalue):             # <<<<<<<<<<<<<<
 *             itemp[i] = c
 * 
 */
    __pyx_t_7 = (__pyx_t_7 + 1);

    /* "View.MemoryView":467
 * 
 *         for i, c in enumerate(bytesvalue):
 *             itemp[i] = c             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
    (__pyx_v_itemp[__pyx_v_i]) = __pyx_v_c;
  }
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

  /* "View.MemoryView":453
 *             return result
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memoryview.assign_item_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_struct);
  __Pyx_XDECREF(__pyx_v_bytesvalue);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":470
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         if flags & PyBUF_STRIDES:
 *             info.shape = self.view.shape
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  char *__pyx_t_3;
  void *__pyx_t_4;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "View.MemoryView":471
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.shape = self.view.shape
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":472
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_STRIDES:
 *             info.shape = self.view.shape             # <<<<<<<<<<<<<<
 *         else:
 *             info.shape = NULL
 */
    __pyx_t_2 = __pyx_v_self->view.shape;
    __pyx_v_info->shape = __pyx_t_2;

    /* "View.MemoryView":471
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.shape = self.view.shape
 *         else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":474
 *             info.shape = self.view.shape
 *         else:
 *             info.shape = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_STRIDES:
 */
  /*else*/ {
    __pyx_v_info->shape = NULL;
  }
  __pyx_L3:;

  /* "View.MemoryView":476
 *             info.shape = NULL
 * 
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.strides = self.view.strides
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":477
 * 
 *         if flags & PyBUF_STRIDES:
 *             info.strides = self.view.strides             # <<<<<<<<<<<<<<
 *         else:
 *             info.strides = NULL
 */
    __pyx_t_2 = __pyx_v_self->view.strides;
    __pyx_v_info->strides = __pyx_t_2;

    /* "View.MemoryView":476
 *             info.shape = NULL
 * 
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.strides = self.view.strides
 *         else:
 */
    goto __pyx_L4;
  }

  /* "View.MemoryView":479
 *             info.strides = self.view.strides
 *         else:
 *             info.strides = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_INDIRECT:
 */
  /*else*/ {
    __pyx_v_info->strides = NULL;
  }
  __pyx_L4:;

  /* "View.MemoryView":481
 *             info.strides = NULL
 * 
 *         if flags & PyBUF_INDIRECT:             # <<<<<<<<<<<<<<
 *             info.suboffsets = self.view.suboffsets
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_INDIRECT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":482
 * 
 *         if flags & PyBUF_INDIRECT:
 *             info.suboffsets = self.view.suboffsets             # <<<<<<<<<<<<<<
 *         else:
 *             info.suboffsets = NULL
 */
    __pyx_t_2 = __pyx_v_self->view.suboffsets;
    __pyx_v_info->suboffsets = __pyx_t_2;

    /* "View.MemoryView":481
 *             info.strides = NULL
 * 
 *         if flags & PyBUF_INDIRECT:             # <<<<<<<<<<<<<<
 *             info.suboffsets = self.view.suboffsets
 *         else:
 */
    goto __pyx_L5;
  }

  /* "View.MemoryView":484
 *             info.suboffsets = self.view.suboffsets
 *         else:
 *             info.suboffsets = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
  /*else*/ {
    __pyx_v_info->suboffsets = NULL;
  }
  __pyx_L5:;

  /* "View.MemoryView":486
 *             info.suboffsets = NULL
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.view.format
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":487
 * 
 *         if flags & PyBUF_FORMAT:
 *             info.format = self.view.format             # <<<<<<<<<<<<<<
 *         else:
 *             info.format = NULL
 */
    __pyx_t_3 = __pyx_v_self->view.format;
    __pyx_v_info->format = __pyx_t_3;

    /* "View.MemoryView":486
 *             info.suboffsets = NULL
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.view.format
 *         else:
 */
    goto __pyx_L6;
  }

  /* "View.MemoryView":489
 *             info.format = self.view.format
 *         else:
 *             info.format = NULL             # <<<<<<<<<<<<<<
 * 
 *         info.buf = self.view.buf
 */
  /*else*/ {
    __pyx_v_info->format = NULL;
  }
  __pyx_L6:;

  /* "View.MemoryView":491
 *             info.format = NULL
 * 
 *         info.buf = self.view.buf             # <<<<<<<<<<<<<<
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize
 */
  __pyx_t_4 = __pyx_v_self->view.buf;
  __pyx_v_info->buf = __pyx_t_4;

  /* "View.MemoryView":492
 * 
 *         info.buf = self.view.buf
 *         info.ndim = self.view.ndim             # <<<<<<<<<<<<<<
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len
 */
  __pyx_t_5 = __pyx_v_self->view.ndim;
  __pyx_v_info->ndim = __pyx_t_5;

  /* "View.MemoryView":493
 *         info.buf = self.view.buf
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize             # <<<<<<<<<<<<<<
 *         info.len = self.view.len
 *         info.readonly = 0
 */
  __pyx_t_6 = __pyx_v_self->view.itemsize;
  __pyx_v_info->itemsize = __pyx_t_6;

  /* "View.MemoryView":494
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len             # <<<<<<<<<<<<<<
 *         info.readonly = 0
 *         info.obj = self
 */
  __pyx_t_6 = __pyx_v_self->view.len;
  __pyx_v_info->len = __pyx_t_6;

  /* "View.MemoryView":495
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len
 *         info.readonly = 0             # <<<<<<<<<<<<<<
 *         info.obj = self
 * 
 */
  __pyx_v_info->readonly = 0;

  /* "View.MemoryView":496
 *         info.len = self.view.len
 *         info.readonly = 0
 *         info.obj = self             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "View.MemoryView":470
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         if flags & PyBUF_STRIDES:
 *             info.shape = self.view.shape
 */

  /* function exit code */
  __pyx_r = 0;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":503
 *     property T:
 *         @cname('__pyx_memoryview_transpose')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  struct __pyx_memoryviewslice_obj *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":504
 *         @cname('__pyx_memoryview_transpose')
 *         def __get__(self):
 *             cdef _memoryviewslice result = memoryview_copy(self)             # <<<<<<<<<<<<<<
 *             transpose_memslice(&result.from_slice)
 *             return result
 */
  __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":505
 *         def __get__(self):
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)             # <<<<<<<<<<<<<<
 *             return result
 * 
 */
  __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":506
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)
 *             return result             # <<<<<<<<<<<<<<
 * 
 *     property base:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":503
 *     property T:
 *         @cname('__pyx_memoryview_transpose')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.T.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":510
 *     property base:
 *         @cname('__pyx_memoryview__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.obj
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":511
 *         @cname('__pyx_memoryview__get__base')
 *         def __get__(self):
 *             return self.obj             # <<<<<<<<<<<<<<
 * 
 *     property shape:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->obj);
  __pyx_r = __pyx_v_self->obj;
  goto __pyx_L0;

  /* "View.MemoryView":510
 *     property base:
 *         @cname('__pyx_memoryview__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.obj
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":515
 *     property shape:
 *         @cname('__pyx_memoryview_get_shape')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return tuple([length for length in self.view.shape[:self.view.ndim]])
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_v_length;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t *__pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":516
 *         @cname('__pyx_memoryview_get_shape')
 *         def __get__(self):
 *             return tuple([length for length in self.view.shape[:self.view.ndim]])             # <<<<<<<<<<<<<<
 * 
 *     property strides:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim);
  for (__pyx_t_4 = __pyx_v_self->view.shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {
    __pyx_t_2 = __pyx_t_4;
    __pyx_v_length = (__pyx_t_2[0]);
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":515
 *     property shape:
 *         @cname('__pyx_memoryview_get_shape')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return tuple([length for length in self.view.shape[:self.view.ndim]])
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.shape.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":520
 *     property strides:
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.strides == NULL:
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_v_stride;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  Py_ssize_t *__pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":521
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):
 *             if self.view.strides == NULL:             # <<<<<<<<<<<<<<
 * 
 *                 raise ValueError("Buffer view does not expose strides")
 */
  __pyx_t_1 = ((__pyx_v_self->view.strides == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":523
 *             if self.view.strides == NULL:
 * 
 *                 raise ValueError("Buffer view does not expose strides")             # <<<<<<<<<<<<<<
 * 
 *             return tuple([stride for stride in self.view.strides[:self.view.ndim]])
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__73, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":521
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):
 *             if self.view.strides == NULL:             # <<<<<<<<<<<<<<
 * 
 *                 raise ValueError("Buffer view does not expose strides")
 */
  }

  /* "View.MemoryView":525
 *                 raise ValueError("Buffer view does not expose strides")
 * 
 *             return tuple([stride for stride in self.view.strides[:self.view.ndim]])             # <<<<<<<<<<<<<<
 * 
 *     property suboffsets:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = (__pyx_v_self->view.strides + __pyx_v_self->view.ndim);
  for (__pyx_t_5 = __pyx_v_self->view.strides; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) {
    __pyx_t_3 = __pyx_t_5;
    __pyx_v_stride = (__pyx_t_3[0]);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 525; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":520
 *     property strides:
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.strides == NULL:
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.memoryview.strides.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":529
 *     property suboffsets:
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.suboffsets == NULL:
 *                 return (-1,) * self.view.ndim
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_v_suboffset;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t *__pyx_t_4;
  Py_ssize_t *__pyx_t_5;
  Py_ssize_t *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":530
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):
 *             if self.view.suboffsets == NULL:             # <<<<<<<<<<<<<<
 *                 return (-1,) * self.view.ndim
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->view.suboffsets == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":531
 *         def __get__(self):
 *             if self.view.suboffsets == NULL:
 *                 return (-1,) * self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *             return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]])
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__74, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":530
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):
 *             if self.view.suboffsets == NULL:             # <<<<<<<<<<<<<<
 *                 return (-1,) * self.view.ndim
 * 
 */
  }

  /* "View.MemoryView":533
 *                 return (-1,) * self.view.ndim
 * 
 *             return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]])             # <<<<<<<<<<<<<<
 * 
 *     property ndim:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = (__pyx_v_self->view.suboffsets + __pyx_v_self->view.ndim);
  for (__pyx_t_6 = __pyx_v_self->view.suboffsets; __pyx_t_6 < __pyx_t_5; __pyx_t_6++) {
    __pyx_t_4 = __pyx_t_6;
    __pyx_v_suboffset = (__pyx_t_4[0]);
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":529
 *     property suboffsets:
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.suboffsets == NULL:
 *                 return (-1,) * self.view.ndim
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.suboffsets.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":537
 *     property ndim:
 *         @cname('__pyx_memoryview_get_ndim')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.ndim
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":538
 *         @cname('__pyx_memoryview_get_ndim')
 *         def __get__(self):
 *             return self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *     property itemsize:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":537
 *     property ndim:
 *         @cname('__pyx_memoryview_get_ndim')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.ndim
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.ndim.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":542
 *     property itemsize:
 *         @cname('__pyx_memoryview_get_itemsize')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.itemsize
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":543
 *         @cname('__pyx_memoryview_get_itemsize')
 *         def __get__(self):
 *             return self.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     property nbytes:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 543; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":542
 *     property itemsize:
 *         @cname('__pyx_memoryview_get_itemsize')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.itemsize
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.itemsize.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":547
 *     property nbytes:
 *         @cname('__pyx_memoryview_get_nbytes')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.size * self.view.itemsize
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":548
 *         @cname('__pyx_memoryview_get_nbytes')
 *         def __get__(self):
 *             return self.size * self.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     property size:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":547
 *     property nbytes:
 *         @cname('__pyx_memoryview_get_nbytes')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.size * self.view.itemsize
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.nbytes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":552
 *     property size:
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self._size is None:
 *                 result = 1
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_length = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  Py_ssize_t *__pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":553
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):
 *             if self._size is None:             # <<<<<<<<<<<<<<
 *                 result = 1
 * 
 */
  __pyx_t_1 = (__pyx_v_self->_size == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":554
 *         def __get__(self):
 *             if self._size is None:
 *                 result = 1             # <<<<<<<<<<<<<<
 * 
 *                 for length in self.view.shape[:self.view.ndim]:
 */
    __Pyx_INCREF(__pyx_int_1);
    __pyx_v_result = __pyx_int_1;

    /* "View.MemoryView":556
 *                 result = 1
 * 
 *                 for length in self.view.shape[:self.view.ndim]:             # <<<<<<<<<<<<<<
 *                     result *= length
 * 
 */
    __pyx_t_4 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim);
    for (__pyx_t_5 = __pyx_v_self->view.shape; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) {
      __pyx_t_3 = __pyx_t_5;
      __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "View.MemoryView":557
 * 
 *                 for length in self.view.shape[:self.view.ndim]:
 *                     result *= length             # <<<<<<<<<<<<<<
 * 
 *                 self._size = result
 */
      __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF_SET(__pyx_v_result, __pyx_t_6);
      __pyx_t_6 = 0;
    }

    /* "View.MemoryView":559
 *                     result *= length
 * 
 *                 self._size = result             # <<<<<<<<<<<<<<
 * 
 *             return self._size
 */
    __Pyx_INCREF(__pyx_v_result);
    __Pyx_GIVEREF(__pyx_v_result);
    __Pyx_GOTREF(__pyx_v_self->_size);
    __Pyx_DECREF(__pyx_v_self->_size);
    __pyx_v_self->_size = __pyx_v_result;

    /* "View.MemoryView":553
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):
 *             if self._size is None:             # <<<<<<<<<<<<<<
 *                 result = 1
 * 
 */
  }

  /* "View.MemoryView":561
 *                 self._size = result
 * 
 *             return self._size             # <<<<<<<<<<<<<<
 * 
 *     def __len__(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_size);
  __pyx_r = __pyx_v_self->_size;
  goto __pyx_L0;

  /* "View.MemoryView":552
 *     property size:
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self._size is None:
 *                 result = 1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.memoryview.size.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_length);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":563
 *             return self._size
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]
 */

/* Python wrapper */
static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "View.MemoryView":564
 * 
 *     def __len__(self):
 *         if self.view.ndim >= 1:             # <<<<<<<<<<<<<<
 *             return self.view.shape[0]
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->view.ndim >= 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":565
 *     def __len__(self):
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]             # <<<<<<<<<<<<<<
 * 
 *         return 0
 */
    __pyx_r = (__pyx_v_self->view.shape[0]);
    goto __pyx_L0;

    /* "View.MemoryView":564
 * 
 *     def __len__(self):
 *         if self.view.ndim >= 1:             # <<<<<<<<<<<<<<
 *             return self.view.shape[0]
 * 
 */
  }

  /* "View.MemoryView":567
 *             return self.view.shape[0]
 * 
 *         return 0             # <<<<<<<<<<<<<<
 * 
 *     def __repr__(self):
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":563
 *             return self._size
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":569
 *         return 0
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__repr__", 0);

  /* "View.MemoryView":570
 * 
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,             # <<<<<<<<<<<<<<
 *                                                id(self))
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":571
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))             # <<<<<<<<<<<<<<
 * 
 *     def __str__(self):
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_self));
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":570
 * 
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,             # <<<<<<<<<<<<<<
 *                                                id(self))
 * 
 */
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_3);
  __pyx_t_1 = 0;
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":569
 *         return 0
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__repr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":573
 *                                                id(self))
 * 
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "View.MemoryView":574
 * 
 *     def __str__(self):
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_object, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":573
 *                                                id(self))
 * 
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":577
 * 
 * 
 *     def is_c_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_c_contig (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice *__pyx_v_mslice;
  __Pyx_memviewslice __pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_c_contig", 0);

  /* "View.MemoryView":580
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)             # <<<<<<<<<<<<<<
 *         return slice_is_contig(mslice, 'C', self.view.ndim)
 * 
 */
  __pyx_v_mslice = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_self, (&__pyx_v_tmp));

  /* "View.MemoryView":581
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)
 *         return slice_is_contig(mslice, 'C', self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *     def is_f_contig(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":577
 * 
 * 
 *     def is_c_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_c_contig", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":583
 *         return slice_is_contig(mslice, 'C', self.view.ndim)
 * 
 *     def is_f_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_f_contig (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice *__pyx_v_mslice;
  __Pyx_memviewslice __pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_f_contig", 0);

  /* "View.MemoryView":586
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)             # <<<<<<<<<<<<<<
 *         return slice_is_contig(mslice, 'F', self.view.ndim)
 * 
 */
  __pyx_v_mslice = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_self, (&__pyx_v_tmp));

  /* "View.MemoryView":587
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)
 *         return slice_is_contig(mslice, 'F', self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *     def copy(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 587; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":583
 *         return slice_is_contig(mslice, 'C', self.view.ndim)
 * 
 *     def is_f_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_f_contig", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":589
 *         return slice_is_contig(mslice, 'F', self.view.ndim)
 * 
 *     def copy(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice __pyx_v_mslice;
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy", 0);

  /* "View.MemoryView":591
 *     def copy(self):
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS             # <<<<<<<<<<<<<<
 * 
 *         slice_copy(self, &mslice)
 */
  __pyx_v_flags = (__pyx_v_self->flags & (~PyBUF_F_CONTIGUOUS));

  /* "View.MemoryView":593
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 * 
 *         slice_copy(self, &mslice)             # <<<<<<<<<<<<<<
 *         mslice = slice_copy_contig(&mslice, "c", self.view.ndim,
 *                                    self.view.itemsize,
 */
  __pyx_memoryview_slice_copy(__pyx_v_self, (&__pyx_v_mslice));

  /* "View.MemoryView":594
 * 
 *         slice_copy(self, &mslice)
 *         mslice = slice_copy_contig(&mslice, "c", self.view.ndim,             # <<<<<<<<<<<<<<
 *                                    self.view.itemsize,
 *                                    flags|PyBUF_C_CONTIGUOUS,
 */
  __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_mslice = __pyx_t_1;

  /* "View.MemoryView":599
 *                                    self.dtype_is_object)
 * 
 *         return memoryview_copy_from_slice(self, &mslice)             # <<<<<<<<<<<<<<
 * 
 *     def copy_fortran(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":589
 *         return slice_is_contig(mslice, 'F', self.view.ndim)
 * 
 *     def copy(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":601
 *         return memoryview_copy_from_slice(self, &mslice)
 * 
 *     def copy_fortran(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy_fortran (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice __pyx_v_src;
  __Pyx_memviewslice __pyx_v_dst;
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy_fortran", 0);

  /* "View.MemoryView":603
 *     def copy_fortran(self):
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS             # <<<<<<<<<<<<<<
 * 
 *         slice_copy(self, &src)
 */
  __pyx_v_flags = (__pyx_v_self->flags & (~PyBUF_C_CONTIGUOUS));

  /* "View.MemoryView":605
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 * 
 *         slice_copy(self, &src)             # <<<<<<<<<<<<<<
 *         dst = slice_copy_contig(&src, "fortran", self.view.ndim,
 *                                 self.view.itemsize,
 */
  __pyx_memoryview_slice_copy(__pyx_v_self, (&__pyx_v_src));

  /* "View.MemoryView":606
 * 
 *         slice_copy(self, &src)
 *         dst = slice_copy_contig(&src, "fortran", self.view.ndim,             # <<<<<<<<<<<<<<
 *                                 self.view.itemsize,
 *                                 flags|PyBUF_F_CONTIGUOUS,
 */
  __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), __pyx_k_fortran, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dst = __pyx_t_1;

  /* "View.MemoryView":611
 *                                 self.dtype_is_object)
 * 
 *         return memoryview_copy_from_slice(self, &dst)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 611; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":601
 *         return memoryview_copy_from_slice(self, &mslice)
 * 
 *     def copy_fortran(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.copy_fortran", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":615
 * 
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):             # <<<<<<<<<<<<<<
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 */

static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, int __pyx_v_dtype_is_object, __Pyx_TypeInfo *__pyx_v_typeinfo) {
  struct __pyx_memoryview_obj *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_cwrapper", 0);

  /* "View.MemoryView":616
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)             # <<<<<<<<<<<<<<
 *     result.typeinfo = typeinfo
 *     return result
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_o);
  __Pyx_GIVEREF(__pyx_v_o);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_o);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 616; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":617
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo             # <<<<<<<<<<<<<<
 *     return result
 * 
 */
  __pyx_v_result->typeinfo = __pyx_v_typeinfo;

  /* "View.MemoryView":618
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_check')
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":615
 * 
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):             # <<<<<<<<<<<<<<
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview_cwrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":621
 * 
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):             # <<<<<<<<<<<<<<
 *     return isinstance(o, memoryview)
 * 
 */

static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("memoryview_check", 0);

  /* "View.MemoryView":622
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):
 *     return isinstance(o, memoryview)             # <<<<<<<<<<<<<<
 * 
 * cdef tuple _unellipsify(object index, int ndim):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_o, __pyx_memoryview_type); 
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "View.MemoryView":621
 * 
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):             # <<<<<<<<<<<<<<
 *     return isinstance(o, memoryview)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":624
 *     return isinstance(o, memoryview)
 * 
 * cdef tuple _unellipsify(object index, int ndim):             # <<<<<<<<<<<<<<
 *     """
 *     Replace all ellipses with full slices and fill incomplete indices with
 */

static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) {
  PyObject *__pyx_v_tup = NULL;
  PyObject *__pyx_v_result = NULL;
  int __pyx_v_have_slices;
  int __pyx_v_seen_ellipsis;
  CYTHON_UNUSED PyObject *__pyx_v_idx = NULL;
  PyObject *__pyx_v_item = NULL;
  Py_ssize_t __pyx_v_nslices;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  int __pyx_t_9;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_unellipsify", 0);

  /* "View.MemoryView":629
 *     full slices.
 *     """
 *     if not isinstance(index, tuple):             # <<<<<<<<<<<<<<
 *         tup = (index,)
 *     else:
 */
  __pyx_t_1 = PyTuple_Check(__pyx_v_index); 
  __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":630
 *     """
 *     if not isinstance(index, tuple):
 *         tup = (index,)             # <<<<<<<<<<<<<<
 *     else:
 *         tup = index
 */
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 630; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_index);
    __Pyx_GIVEREF(__pyx_v_index);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_index);
    __pyx_v_tup = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "View.MemoryView":629
 *     full slices.
 *     """
 *     if not isinstance(index, tuple):             # <<<<<<<<<<<<<<
 *         tup = (index,)
 *     else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":632
 *         tup = (index,)
 *     else:
 *         tup = index             # <<<<<<<<<<<<<<
 * 
 *     result = []
 */
  /*else*/ {
    __Pyx_INCREF(__pyx_v_index);
    __pyx_v_tup = __pyx_v_index;
  }
  __pyx_L3:;

  /* "View.MemoryView":634
 *         tup = index
 * 
 *     result = []             # <<<<<<<<<<<<<<
 *     have_slices = False
 *     seen_ellipsis = False
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":635
 * 
 *     result = []
 *     have_slices = False             # <<<<<<<<<<<<<<
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 */
  __pyx_v_have_slices = 0;

  /* "View.MemoryView":636
 *     result = []
 *     have_slices = False
 *     seen_ellipsis = False             # <<<<<<<<<<<<<<
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 */
  __pyx_v_seen_ellipsis = 0;

  /* "View.MemoryView":637
 *     have_slices = False
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):             # <<<<<<<<<<<<<<
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_3 = __pyx_int_0;
  if (likely(PyList_CheckExact(__pyx_v_tup)) || PyTuple_CheckExact(__pyx_v_tup)) {
    __pyx_t_4 = __pyx_v_tup; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_6)) {
      if (likely(PyList_CheckExact(__pyx_t_4))) {
        if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      } else {
        if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      }
    } else {
      __pyx_t_7 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_7)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_7);
    }
    __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_7);
    __pyx_t_7 = 0;
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_3);
    __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_3);
    __pyx_t_3 = __pyx_t_7;
    __pyx_t_7 = 0;

    /* "View.MemoryView":638
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:             # <<<<<<<<<<<<<<
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 */
    __pyx_t_2 = (__pyx_v_item == __pyx_builtin_Ellipsis);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":639
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 *             if not seen_ellipsis:             # <<<<<<<<<<<<<<
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True
 */
      __pyx_t_1 = ((!(__pyx_v_seen_ellipsis != 0)) != 0);
      if (__pyx_t_1) {

        /* "View.MemoryView":640
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))             # <<<<<<<<<<<<<<
 *                 seen_ellipsis = True
 *             else:
 */
        __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        { Py_ssize_t __pyx_temp;
          for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) {
            __Pyx_INCREF(__pyx_slice__75);
            __Pyx_GIVEREF(__pyx_slice__75);
            PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__75);
          }
        }
        __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

        /* "View.MemoryView":641
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True             # <<<<<<<<<<<<<<
 *             else:
 *                 result.append(slice(None))
 */
        __pyx_v_seen_ellipsis = 1;

        /* "View.MemoryView":639
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 *             if not seen_ellipsis:             # <<<<<<<<<<<<<<
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True
 */
        goto __pyx_L7;
      }

      /* "View.MemoryView":643
 *                 seen_ellipsis = True
 *             else:
 *                 result.append(slice(None))             # <<<<<<<<<<<<<<
 *             have_slices = True
 *         else:
 */
      /*else*/ {
        __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__76); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L7:;

      /* "View.MemoryView":644
 *             else:
 *                 result.append(slice(None))
 *             have_slices = True             # <<<<<<<<<<<<<<
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):
 */
      __pyx_v_have_slices = 1;

      /* "View.MemoryView":638
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:             # <<<<<<<<<<<<<<
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 */
      goto __pyx_L6;
    }

    /* "View.MemoryView":646
 *             have_slices = True
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):             # <<<<<<<<<<<<<<
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 */
    /*else*/ {
      __pyx_t_2 = PySlice_Check(__pyx_v_item); 
      __pyx_t_10 = ((!(__pyx_t_2 != 0)) != 0);
      if (__pyx_t_10) {
      } else {
        __pyx_t_1 = __pyx_t_10;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_t_10 = ((!(PyIndex_Check(__pyx_v_item) != 0)) != 0);
      __pyx_t_1 = __pyx_t_10;
      __pyx_L9_bool_binop_done:;
      if (__pyx_t_1) {

        /* "View.MemoryView":647
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):
 *                 raise TypeError("Cannot index with type '%s'" % type(item))             # <<<<<<<<<<<<<<
 * 
 *             have_slices = have_slices or isinstance(item, slice)
 */
        __pyx_t_7 = __Pyx_PyString_Format(__pyx_kp_s_Cannot_index_with_type_s, ((PyObject *)Py_TYPE(__pyx_v_item))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_11);
        __Pyx_GIVEREF(__pyx_t_7);
        PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_7);
        __pyx_t_7 = 0;
        __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        __Pyx_Raise(__pyx_t_7, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        {__pyx_filename = __pyx_f[11]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "View.MemoryView":646
 *             have_slices = True
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):             # <<<<<<<<<<<<<<
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 */
      }

      /* "View.MemoryView":649
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 *             have_slices = have_slices or isinstance(item, slice)             # <<<<<<<<<<<<<<
 *             result.append(item)
 * 
 */
      __pyx_t_10 = (__pyx_v_have_slices != 0);
      if (!__pyx_t_10) {
      } else {
        __pyx_t_1 = __pyx_t_10;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_10 = PySlice_Check(__pyx_v_item); 
      __pyx_t_2 = (__pyx_t_10 != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L11_bool_binop_done:;
      __pyx_v_have_slices = __pyx_t_1;

      /* "View.MemoryView":650
 * 
 *             have_slices = have_slices or isinstance(item, slice)
 *             result.append(item)             # <<<<<<<<<<<<<<
 * 
 *     nslices = ndim - len(result)
 */
      __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_L6:;

    /* "View.MemoryView":637
 *     have_slices = False
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):             # <<<<<<<<<<<<<<
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 */
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":652
 *             result.append(item)
 * 
 *     nslices = ndim - len(result)             # <<<<<<<<<<<<<<
 *     if nslices:
 *         result.extend([slice(None)] * nslices)
 */
  __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5);

  /* "View.MemoryView":653
 * 
 *     nslices = ndim - len(result)
 *     if nslices:             # <<<<<<<<<<<<<<
 *         result.extend([slice(None)] * nslices)
 * 
 */
  __pyx_t_1 = (__pyx_v_nslices != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":654
 *     nslices = ndim - len(result)
 *     if nslices:
 *         result.extend([slice(None)] * nslices)             # <<<<<<<<<<<<<<
 * 
 *     return have_slices or nslices, tuple(result)
 */
    __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    { Py_ssize_t __pyx_temp;
      for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) {
        __Pyx_INCREF(__pyx_slice__77);
        __Pyx_GIVEREF(__pyx_slice__77);
        PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__77);
      }
    }
    __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "View.MemoryView":653
 * 
 *     nslices = ndim - len(result)
 *     if nslices:             # <<<<<<<<<<<<<<
 *         result.extend([slice(None)] * nslices)
 * 
 */
  }

  /* "View.MemoryView":656
 *         result.extend([slice(None)] * nslices)
 * 
 *     return have_slices or nslices, tuple(result)             # <<<<<<<<<<<<<<
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 */
  __Pyx_XDECREF(__pyx_r);
  if (!__pyx_v_have_slices) {
  } else {
    __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L14_bool_binop_done;
  }
  __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __pyx_t_4;
  __pyx_t_4 = 0;
  __pyx_L14_bool_binop_done:;
  __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_4);
  __pyx_t_3 = 0;
  __pyx_t_4 = 0;
  __pyx_r = ((PyObject*)__pyx_t_7);
  __pyx_t_7 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":624
 *     return isinstance(o, memoryview)
 * 
 * cdef tuple _unellipsify(object index, int ndim):             # <<<<<<<<<<<<<<
 *     """
 *     Replace all ellipses with full slices and fill incomplete indices with
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("View.MemoryView._unellipsify", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_idx);
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":658
 *     return have_slices or nslices, tuple(result)
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):             # <<<<<<<<<<<<<<
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 */

static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __pyx_v_ndim) {
  Py_ssize_t __pyx_v_suboffset;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t *__pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assert_direct_dimensions", 0);

  /* "View.MemoryView":659
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     for suboffset in suboffsets[:ndim]:             # <<<<<<<<<<<<<<
 *         if suboffset >= 0:
 *             raise ValueError("Indirect dimensions not supported")
 */
  __pyx_t_2 = (__pyx_v_suboffsets + __pyx_v_ndim);
  for (__pyx_t_3 = __pyx_v_suboffsets; __pyx_t_3 < __pyx_t_2; __pyx_t_3++) {
    __pyx_t_1 = __pyx_t_3;
    __pyx_v_suboffset = (__pyx_t_1[0]);

    /* "View.MemoryView":660
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("Indirect dimensions not supported")
 * 
 */
    __pyx_t_4 = ((__pyx_v_suboffset >= 0) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":661
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 *             raise ValueError("Indirect dimensions not supported")             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__78, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":660
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("Indirect dimensions not supported")
 * 
 */
    }
  }

  /* "View.MemoryView":658
 *     return have_slices or nslices, tuple(result)
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):             # <<<<<<<<<<<<<<
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.assert_direct_dimensions", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":668
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *__pyx_v_memview, PyObject *__pyx_v_indices) {
  int __pyx_v_new_ndim;
  int __pyx_v_suboffset_dim;
  int __pyx_v_dim;
  __Pyx_memviewslice __pyx_v_src;
  __Pyx_memviewslice __pyx_v_dst;
  __Pyx_memviewslice *__pyx_v_p_src;
  struct __pyx_memoryviewslice_obj *__pyx_v_memviewsliceobj = 0;
  __Pyx_memviewslice *__pyx_v_p_dst;
  int *__pyx_v_p_suboffset_dim;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  int __pyx_v_have_start;
  int __pyx_v_have_stop;
  int __pyx_v_have_step;
  PyObject *__pyx_v_index = NULL;
  struct __pyx_memoryview_obj *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  struct __pyx_memoryview_obj *__pyx_t_4;
  char *__pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  int __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memview_slice", 0);

  /* "View.MemoryView":669
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim             # <<<<<<<<<<<<<<
 *     cdef bint negative_step
 *     cdef __Pyx_memviewslice src, dst
 */
  __pyx_v_new_ndim = 0;
  __pyx_v_suboffset_dim = -1;

  /* "View.MemoryView":676
 * 
 * 
 *     memset(&dst, 0, sizeof(dst))             # <<<<<<<<<<<<<<
 * 
 *     cdef _memoryviewslice memviewsliceobj
 */
  memset((&__pyx_v_dst), 0, (sizeof(__pyx_v_dst)));

  /* "View.MemoryView":680
 *     cdef _memoryviewslice memviewsliceobj
 * 
 *     assert memview.view.ndim > 0             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    if (unlikely(!((__pyx_v_memview->view.ndim > 0) != 0))) {
      PyErr_SetNone(PyExc_AssertionError);
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif

  /* "View.MemoryView":682
 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":683
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         memviewsliceobj = memview             # <<<<<<<<<<<<<<
 *         p_src = &memviewsliceobj.from_slice
 *     else:
 */
    if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = ((PyObject *)__pyx_v_memview);
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":684
 *     if isinstance(memview, _memoryviewslice):
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice             # <<<<<<<<<<<<<<
 *     else:
 *         slice_copy(memview, &src)
 */
    __pyx_v_p_src = (&__pyx_v_memviewsliceobj->from_slice);

    /* "View.MemoryView":682
 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":686
 *         p_src = &memviewsliceobj.from_slice
 *     else:
 *         slice_copy(memview, &src)             # <<<<<<<<<<<<<<
 *         p_src = &src
 * 
 */
  /*else*/ {
    __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_src));

    /* "View.MemoryView":687
 *     else:
 *         slice_copy(memview, &src)
 *         p_src = &src             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_v_p_src = (&__pyx_v_src);
  }
  __pyx_L3:;

  /* "View.MemoryView":693
 * 
 * 
 *     dst.memview = p_src.memview             # <<<<<<<<<<<<<<
 *     dst.data = p_src.data
 * 
 */
  __pyx_t_4 = __pyx_v_p_src->memview;
  __pyx_v_dst.memview = __pyx_t_4;

  /* "View.MemoryView":694
 * 
 *     dst.memview = p_src.memview
 *     dst.data = p_src.data             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_v_p_src->data;
  __pyx_v_dst.data = __pyx_t_5;

  /* "View.MemoryView":699
 * 
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst             # <<<<<<<<<<<<<<
 *     cdef int *p_suboffset_dim = &suboffset_dim
 *     cdef Py_ssize_t start, stop, step
 */
  __pyx_v_p_dst = (&__pyx_v_dst);

  /* "View.MemoryView":700
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst
 *     cdef int *p_suboffset_dim = &suboffset_dim             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t start, stop, step
 *     cdef bint have_start, have_stop, have_step
 */
  __pyx_v_p_suboffset_dim = (&__pyx_v_suboffset_dim);

  /* "View.MemoryView":704
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */
  __pyx_t_6 = 0;
  if (likely(PyList_CheckExact(__pyx_v_indices)) || PyTuple_CheckExact(__pyx_v_indices)) {
    __pyx_t_3 = __pyx_v_indices; __Pyx_INCREF(__pyx_t_3); __pyx_t_7 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_3))) {
        if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        #endif
      } else {
        if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        #endif
      }
    } else {
      __pyx_t_9 = __pyx_t_8(__pyx_t_3);
      if (unlikely(!__pyx_t_9)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_9);
    }
    __Pyx_XDECREF_SET(__pyx_v_index, __pyx_t_9);
    __pyx_t_9 = 0;
    __pyx_v_dim = __pyx_t_6;
    __pyx_t_6 = (__pyx_t_6 + 1);

    /* "View.MemoryView":705
 * 
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):             # <<<<<<<<<<<<<<
 *             slice_memviewslice(
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 */
    __pyx_t_2 = (PyIndex_Check(__pyx_v_index) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":709
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 *                 index, 0, 0, # start, stop, step             # <<<<<<<<<<<<<<
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 */
      __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 709; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":706
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 */
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 706; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":705
 * 
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):             # <<<<<<<<<<<<<<
 *             slice_memviewslice(
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 */
      goto __pyx_L6;
    }

    /* "View.MemoryView":712
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 *         elif index is None:             # <<<<<<<<<<<<<<
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 */
    __pyx_t_2 = (__pyx_v_index == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":713
 *                 False)
 *         elif index is None:
 *             p_dst.shape[new_ndim] = 1             # <<<<<<<<<<<<<<
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1
 */
      (__pyx_v_p_dst->shape[__pyx_v_new_ndim]) = 1;

      /* "View.MemoryView":714
 *         elif index is None:
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0             # <<<<<<<<<<<<<<
 *             p_dst.suboffsets[new_ndim] = -1
 *             new_ndim += 1
 */
      (__pyx_v_p_dst->strides[__pyx_v_new_ndim]) = 0;

      /* "View.MemoryView":715
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1             # <<<<<<<<<<<<<<
 *             new_ndim += 1
 *         else:
 */
      (__pyx_v_p_dst->suboffsets[__pyx_v_new_ndim]) = -1L;

      /* "View.MemoryView":716
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 *         else:
 *             start = index.start or 0
 */
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);

      /* "View.MemoryView":712
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 *         elif index is None:             # <<<<<<<<<<<<<<
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 */
      goto __pyx_L6;
    }

    /* "View.MemoryView":718
 *             new_ndim += 1
 *         else:
 *             start = index.start or 0             # <<<<<<<<<<<<<<
 *             stop = index.stop or 0
 *             step = index.step or 0
 */
    /*else*/ {
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L7_bool_binop_done;
      }
      __pyx_t_10 = 0;
      __pyx_L7_bool_binop_done:;
      __pyx_v_start = __pyx_t_10;

      /* "View.MemoryView":719
 *         else:
 *             start = index.start or 0
 *             stop = index.stop or 0             # <<<<<<<<<<<<<<
 *             step = index.step or 0
 * 
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_t_10 = 0;
      __pyx_L9_bool_binop_done:;
      __pyx_v_stop = __pyx_t_10;

      /* "View.MemoryView":720
 *             start = index.start or 0
 *             stop = index.stop or 0
 *             step = index.step or 0             # <<<<<<<<<<<<<<
 * 
 *             have_start = index.start is not None
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 720; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_10 = 0;
      __pyx_L11_bool_binop_done:;
      __pyx_v_step = __pyx_t_10;

      /* "View.MemoryView":722
 *             step = index.step or 0
 * 
 *             have_start = index.start is not None             # <<<<<<<<<<<<<<
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_start = __pyx_t_1;

      /* "View.MemoryView":723
 * 
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None             # <<<<<<<<<<<<<<
 *             have_step = index.step is not None
 * 
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_stop = __pyx_t_1;

      /* "View.MemoryView":724
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None             # <<<<<<<<<<<<<<
 * 
 *             slice_memviewslice(
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 724; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_step = __pyx_t_1;

      /* "View.MemoryView":726
 *             have_step = index.step is not None
 * 
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 */
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":732
 *                 have_start, have_stop, have_step,
 *                 True)
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);
    }
    __pyx_L6:;

    /* "View.MemoryView":704
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":734
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":735
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));

    /* "View.MemoryView":736
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_dtype_func,
 *                                     memview.dtype_is_object)
 */
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }

    /* "View.MemoryView":737
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 *     else:
 */
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }

    /* "View.MemoryView":735
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
    __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":734
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  }

  /* "View.MemoryView":740
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
  /*else*/ {
    __Pyx_XDECREF(((PyObject *)__pyx_r));

    /* "View.MemoryView":741
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,
 *                                     memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);

    /* "View.MemoryView":740
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":668
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memview_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_memviewsliceobj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":765
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
  Py_ssize_t __pyx_v_new_shape;
  int __pyx_v_negative_step;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":785
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
  __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":787
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    __pyx_t_1 = ((__pyx_v_start < 0) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":788
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 */
      __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

      /* "View.MemoryView":787
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    }

    /* "View.MemoryView":789
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
    __pyx_t_1 = (0 <= __pyx_v_start);
    if (__pyx_t_1) {
      __pyx_t_1 = (__pyx_v_start < __pyx_v_shape);
    }
    __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":790
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":789
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
    }

    /* "View.MemoryView":785
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":793
 *     else:
 * 
 *         negative_step = have_step != 0 and step < 0             # <<<<<<<<<<<<<<
 * 
 *         if have_step and step == 0:
 */
  /*else*/ {
    __pyx_t_1 = ((__pyx_v_have_step != 0) != 0);
    if (__pyx_t_1) {
    } else {
      __pyx_t_2 = __pyx_t_1;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_t_1 = ((__pyx_v_step < 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L6_bool_binop_done:;
    __pyx_v_negative_step = __pyx_t_2;

    /* "View.MemoryView":795
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    __pyx_t_1 = (__pyx_v_have_step != 0);
    if (__pyx_t_1) {
    } else {
      __pyx_t_2 = __pyx_t_1;
      goto __pyx_L9_bool_binop_done;
    }
    __pyx_t_1 = ((__pyx_v_step == 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L9_bool_binop_done:;
    if (__pyx_t_2) {

      /* "View.MemoryView":796
 * 
 *         if have_step and step == 0:
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":795
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    }

    /* "View.MemoryView":799
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
    __pyx_t_2 = (__pyx_v_have_start != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":800
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
      __pyx_t_2 = ((__pyx_v_start < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":801
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
 */
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":802
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        __pyx_t_2 = ((__pyx_v_start < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":803
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
 */
          __pyx_v_start = 0;

          /* "View.MemoryView":802
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        }

        /* "View.MemoryView":800
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
        goto __pyx_L12;
      }

      /* "View.MemoryView":804
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":805
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
        __pyx_t_2 = (__pyx_v_negative_step != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":806
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
 */
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":805
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
          goto __pyx_L14;
        }

        /* "View.MemoryView":808
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        /*else*/ {
          __pyx_v_start = __pyx_v_shape;
        }
        __pyx_L14:;

        /* "View.MemoryView":804
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      }
      __pyx_L12:;

      /* "View.MemoryView":799
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
      goto __pyx_L11;
    }

    /* "View.MemoryView":810
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
    /*else*/ {
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":811
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":810
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
        goto __pyx_L15;
      }

      /* "View.MemoryView":813
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */
      /*else*/ {
        __pyx_v_start = 0;
      }
      __pyx_L15:;
    }
    __pyx_L11:;

    /* "View.MemoryView":815
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
    __pyx_t_2 = (__pyx_v_have_stop != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":816
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
      __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":817
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
 */
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":818
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":819
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
 */
          __pyx_v_stop = 0;

          /* "View.MemoryView":818
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        }

        /* "View.MemoryView":816
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
        goto __pyx_L17;
      }

      /* "View.MemoryView":820
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":821
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        __pyx_v_stop = __pyx_v_shape;

        /* "View.MemoryView":820
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      }
      __pyx_L17:;

      /* "View.MemoryView":815
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
      goto __pyx_L16;
    }

    /* "View.MemoryView":823
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
    /*else*/ {
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":824
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
 */
        __pyx_v_stop = -1L;

        /* "View.MemoryView":823
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
        goto __pyx_L19;
      }

      /* "View.MemoryView":826
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 *         if not have_step:
 */
      /*else*/ {
        __pyx_v_stop = __pyx_v_shape;
      }
      __pyx_L19:;
    }
    __pyx_L16:;

    /* "View.MemoryView":828
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":829
 * 
 *         if not have_step:
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_step = 1;

      /* "View.MemoryView":828
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    }

    /* "View.MemoryView":833
 * 
 *         with cython.cdivision(True):
 *             new_shape = (stop - start) // step             # <<<<<<<<<<<<<<
 * 
 *             if (stop - start) - step * new_shape:
 */
    __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step);

    /* "View.MemoryView":835
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */
    __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":836
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
 */
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);

      /* "View.MemoryView":835
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */
    }

    /* "View.MemoryView":838
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */
    __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":839
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_new_shape = 0;

      /* "View.MemoryView":838
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */
    }

    /* "View.MemoryView":842
 * 
 * 
 *         dst.strides[new_ndim] = stride * step             # <<<<<<<<<<<<<<
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset
 */
    (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step);

    /* "View.MemoryView":843
 * 
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape             # <<<<<<<<<<<<<<
 *         dst.suboffsets[new_ndim] = suboffset
 * 
 */
    (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape;

    /* "View.MemoryView":844
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset             # <<<<<<<<<<<<<<
 * 
 * 
 */
    (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset;
  }
  __pyx_L3:;

  /* "View.MemoryView":847
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */
  __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":848
 * 
 *     if suboffset_dim[0] < 0:
 *         dst.data += start * stride             # <<<<<<<<<<<<<<
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 */
    __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride));

    /* "View.MemoryView":847
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */
    goto __pyx_L23;
  }

  /* "View.MemoryView":850
 *         dst.data += start * stride
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride             # <<<<<<<<<<<<<<
 * 
 *     if suboffset >= 0:
 */
  /*else*/ {
    __pyx_t_3 = (__pyx_v_suboffset_dim[0]);
    (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride));
  }
  __pyx_L23:;

  /* "View.MemoryView":852
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":853
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */
    __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":854
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */
      __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":855
 *         if not is_slice:
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 */
        __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset);

        /* "View.MemoryView":854
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */
        goto __pyx_L26;
      }

      /* "View.MemoryView":857
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "             # <<<<<<<<<<<<<<
 *                                      "must be indexed and not sliced", dim)
 *         else:
 */
      /*else*/ {

        /* "View.MemoryView":858
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 *                                      "must be indexed and not sliced", dim)             # <<<<<<<<<<<<<<
 *         else:
 *             suboffset_dim[0] = new_ndim
 */
        __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 857; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L26:;

      /* "View.MemoryView":853
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */
      goto __pyx_L25;
    }

    /* "View.MemoryView":860
 *                                      "must be indexed and not sliced", dim)
 *         else:
 *             suboffset_dim[0] = new_ndim             # <<<<<<<<<<<<<<
 * 
 *     return 0
 */
    /*else*/ {
      (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim;
    }
    __pyx_L25:;

    /* "View.MemoryView":852
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */
  }

  /* "View.MemoryView":862
 *             suboffset_dim[0] = new_ndim
 * 
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":765
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.slice_memviewslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = -1;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":868
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, Py_ssize_t __pyx_v_index, Py_ssize_t __pyx_v_dim) {
  Py_ssize_t __pyx_v_shape;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_v_suboffset;
  Py_ssize_t __pyx_v_itemsize;
  char *__pyx_v_resultp;
  char *__pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("pybuffer_index", 0);

  /* "View.MemoryView":870
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t itemsize = view.itemsize
 *     cdef char *resultp
 */
  __pyx_v_suboffset = -1L;

  /* "View.MemoryView":871
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 *     cdef Py_ssize_t itemsize = view.itemsize             # <<<<<<<<<<<<<<
 *     cdef char *resultp
 * 
 */
  __pyx_t_1 = __pyx_v_view->itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":874
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */
  __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":875
 * 
 *     if view.ndim == 0:
 *         shape = view.len / itemsize             # <<<<<<<<<<<<<<
 *         stride = itemsize
 *     else:
 */
    if (unlikely(__pyx_v_itemsize == 0)) {
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) {
      PyErr_SetString(PyExc_OverflowError, "value too large to perform division");
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_shape = __Pyx_div_Py_ssize_t(__pyx_v_view->len, __pyx_v_itemsize);

    /* "View.MemoryView":876
 *     if view.ndim == 0:
 *         shape = view.len / itemsize
 *         stride = itemsize             # <<<<<<<<<<<<<<
 *     else:
 *         shape = view.shape[dim]
 */
    __pyx_v_stride = __pyx_v_itemsize;

    /* "View.MemoryView":874
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":878
 *         stride = itemsize
 *     else:
 *         shape = view.shape[dim]             # <<<<<<<<<<<<<<
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 */
  /*else*/ {
    __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]);

    /* "View.MemoryView":879
 *     else:
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]             # <<<<<<<<<<<<<<
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]
 */
    __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]);

    /* "View.MemoryView":880
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */
    __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":881
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]             # <<<<<<<<<<<<<<
 * 
 *     if index < 0:
 */
      __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]);

      /* "View.MemoryView":880
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":883
 *             suboffset = view.suboffsets[dim]
 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
 *         if index < 0:
 */
  __pyx_t_2 = ((__pyx_v_index < 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":884
 * 
 *     if index < 0:
 *         index += view.shape[dim]             # <<<<<<<<<<<<<<
 *         if index < 0:
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 */
    __pyx_v_index = (__pyx_v_index + (__pyx_v_view->shape[__pyx_v_dim]));

    /* "View.MemoryView":885
 *     if index < 0:
 *         index += view.shape[dim]
 *         if index < 0:             # <<<<<<<<<<<<<<
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
    __pyx_t_2 = ((__pyx_v_index < 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":886
 *         index += view.shape[dim]
 *         if index < 0:
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)             # <<<<<<<<<<<<<<
 * 
 *     if index >= shape:
 */
      __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":885
 *     if index < 0:
 *         index += view.shape[dim]
 *         if index < 0:             # <<<<<<<<<<<<<<
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
    }

    /* "View.MemoryView":883
 *             suboffset = view.suboffsets[dim]
 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
 *         if index < 0:
 */
  }

  /* "View.MemoryView":888
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     if index >= shape:             # <<<<<<<<<<<<<<
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
  __pyx_t_2 = ((__pyx_v_index >= __pyx_v_shape) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":889
 * 
 *     if index >= shape:
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)             # <<<<<<<<<<<<<<
 * 
 *     resultp = bufp + index * stride
 */
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":888
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     if index >= shape:             # <<<<<<<<<<<<<<
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
  }

  /* "View.MemoryView":891
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     resultp = bufp + index * stride             # <<<<<<<<<<<<<<
 *     if suboffset >= 0:
 *         resultp = (<char **> resultp)[0] + suboffset
 */
  __pyx_v_resultp = (__pyx_v_bufp + (__pyx_v_index * __pyx_v_stride));

  /* "View.MemoryView":892
 * 
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 */
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":893
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:
 *         resultp = (<char **> resultp)[0] + suboffset             # <<<<<<<<<<<<<<
 * 
 *     return resultp
 */
    __pyx_v_resultp = ((((char **)__pyx_v_resultp)[0]) + __pyx_v_suboffset);

    /* "View.MemoryView":892
 * 
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 */
  }

  /* "View.MemoryView":895
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 *     return resultp             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_resultp;
  goto __pyx_L0;

  /* "View.MemoryView":868
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.pybuffer_index", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":901
 * 
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:             # <<<<<<<<<<<<<<
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 */

static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) {
  int __pyx_v_ndim;
  Py_ssize_t *__pyx_v_shape;
  Py_ssize_t *__pyx_v_strides;
  int __pyx_v_i;
  int __pyx_v_j;
  int __pyx_r;
  int __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  long __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":902
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:
 *     cdef int ndim = memslice.memview.view.ndim             # <<<<<<<<<<<<<<
 * 
 *     cdef Py_ssize_t *shape = memslice.shape
 */
  __pyx_t_1 = __pyx_v_memslice->memview->view.ndim;
  __pyx_v_ndim = __pyx_t_1;

  /* "View.MemoryView":904
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 *     cdef Py_ssize_t *shape = memslice.shape             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t *strides = memslice.strides
 * 
 */
  __pyx_t_2 = __pyx_v_memslice->shape;
  __pyx_v_shape = __pyx_t_2;

  /* "View.MemoryView":905
 * 
 *     cdef Py_ssize_t *shape = memslice.shape
 *     cdef Py_ssize_t *strides = memslice.strides             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __pyx_v_memslice->strides;
  __pyx_v_strides = __pyx_t_2;

  /* "View.MemoryView":909
 * 
 *     cdef int i, j
 *     for i in range(ndim / 2):             # <<<<<<<<<<<<<<
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]
 */
  __pyx_t_3 = __Pyx_div_long(__pyx_v_ndim, 2);
  for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_3; __pyx_t_1+=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":910
 *     cdef int i, j
 *     for i in range(ndim / 2):
 *         j = ndim - 1 - i             # <<<<<<<<<<<<<<
 *         strides[i], strides[j] = strides[j], strides[i]
 *         shape[i], shape[j] = shape[j], shape[i]
 */
    __pyx_v_j = ((__pyx_v_ndim - 1) - __pyx_v_i);

    /* "View.MemoryView":911
 *     for i in range(ndim / 2):
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]             # <<<<<<<<<<<<<<
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 */
    __pyx_t_4 = (__pyx_v_strides[__pyx_v_j]);
    __pyx_t_5 = (__pyx_v_strides[__pyx_v_i]);
    (__pyx_v_strides[__pyx_v_i]) = __pyx_t_4;
    (__pyx_v_strides[__pyx_v_j]) = __pyx_t_5;

    /* "View.MemoryView":912
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]
 *         shape[i], shape[j] = shape[j], shape[i]             # <<<<<<<<<<<<<<
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:
 */
    __pyx_t_5 = (__pyx_v_shape[__pyx_v_j]);
    __pyx_t_4 = (__pyx_v_shape[__pyx_v_i]);
    (__pyx_v_shape[__pyx_v_i]) = __pyx_t_5;
    (__pyx_v_shape[__pyx_v_j]) = __pyx_t_4;

    /* "View.MemoryView":914
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:             # <<<<<<<<<<<<<<
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 */
    __pyx_t_7 = (((__pyx_v_memslice->suboffsets[__pyx_v_i]) >= 0) != 0);
    if (!__pyx_t_7) {
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_t_7 = (((__pyx_v_memslice->suboffsets[__pyx_v_j]) >= 0) != 0);
    __pyx_t_6 = __pyx_t_7;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_6) {

      /* "View.MemoryView":915
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")             # <<<<<<<<<<<<<<
 * 
 *     return 1
 */
      __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":914
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:             # <<<<<<<<<<<<<<
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 */
    }
  }

  /* "View.MemoryView":917
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 *     return 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 1;
  goto __pyx_L0;

  /* "View.MemoryView":901
 * 
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:             # <<<<<<<<<<<<<<
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.transpose_memslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":934
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 */

/* Python wrapper */
static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "View.MemoryView":935
 * 
 *     def __dealloc__(self):
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)             # <<<<<<<<<<<<<<
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 */
  __PYX_XDEC_MEMVIEW((&__pyx_v_self->from_slice), 1);

  /* "View.MemoryView":934
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":937
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)
 */

static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_item_to_object", 0);

  /* "View.MemoryView":938
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:             # <<<<<<<<<<<<<<
 *             return self.to_object_func(itemp)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_self->to_object_func != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":939
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)             # <<<<<<<<<<<<<<
 *         else:
 *             return memoryview.convert_item_to_object(self, itemp)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":938
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:             # <<<<<<<<<<<<<<
 *             return self.to_object_func(itemp)
 *         else:
 */
  }

  /* "View.MemoryView":941
 *             return self.to_object_func(itemp)
 *         else:
 *             return memoryview.convert_item_to_object(self, itemp)             # <<<<<<<<<<<<<<
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":937
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":943
 *             return memoryview.convert_item_to_object(self, itemp)
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)
 */

static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assign_item_from_object", 0);

  /* "View.MemoryView":944
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:             # <<<<<<<<<<<<<<
 *             self.to_dtype_func(itemp, value)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_self->to_dtype_func != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":945
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)             # <<<<<<<<<<<<<<
 *         else:
 *             memoryview.assign_item_from_object(self, itemp, value)
 */
    __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":944
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:             # <<<<<<<<<<<<<<
 *             self.to_dtype_func(itemp, value)
 *         else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":947
 *             self.to_dtype_func(itemp, value)
 *         else:
 *             memoryview.assign_item_from_object(self, itemp, value)             # <<<<<<<<<<<<<<
 * 
 *     property base:
 */
  /*else*/ {
    __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":943
 *             return memoryview.convert_item_to_object(self, itemp)
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.assign_item_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":951
 *     property base:
 *         @cname('__pyx_memoryviewslice__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.from_object
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":952
 *         @cname('__pyx_memoryviewslice__get__base')
 *         def __get__(self):
 *             return self.from_object             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->from_object);
  __pyx_r = __pyx_v_self->from_object;
  goto __pyx_L0;

  /* "View.MemoryView":951
 *     property base:
 *         @cname('__pyx_memoryviewslice__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.from_object
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":958
 * 
 * @cname('__pyx_memoryview_fromslice')
 * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice,             # <<<<<<<<<<<<<<
 *                           int ndim,
 *                           object (*to_object_func)(char *),
 */

static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewslice, int __pyx_v_ndim, PyObject *(*__pyx_v_to_object_func)(char *), int (*__pyx_v_to_dtype_func)(char *, PyObject *), int __pyx_v_dtype_is_object) {
  struct __pyx_memoryviewslice_obj *__pyx_v_result = 0;
  Py_ssize_t __pyx_v_suboffset;
  PyObject *__pyx_v_length = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __Pyx_TypeInfo *__pyx_t_4;
  Py_buffer __pyx_t_5;
  Py_ssize_t *__pyx_t_6;
  Py_ssize_t *__pyx_t_7;
  Py_ssize_t *__pyx_t_8;
  Py_ssize_t __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_fromslice", 0);

  /* "View.MemoryView":966
 *     cdef _memoryviewslice result
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  __pyx_t_1 = ((((PyObject *)__pyx_v_memviewslice.memview) == Py_None) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":967
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:
 *         return None             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = Py_None;
    goto __pyx_L0;

    /* "View.MemoryView":966
 *     cdef _memoryviewslice result
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  }

  /* "View.MemoryView":972
 * 
 * 
 *     result = _memoryviewslice(None, 0, dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     result.from_slice = memviewslice
 */
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_3, 0, Py_None);
  __Pyx_INCREF(__pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":974
 *     result = _memoryviewslice(None, 0, dtype_is_object)
 * 
 *     result.from_slice = memviewslice             # <<<<<<<<<<<<<<
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)
 * 
 */
  __pyx_v_result->from_slice = __pyx_v_memviewslice;

  /* "View.MemoryView":975
 * 
 *     result.from_slice = memviewslice
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)             # <<<<<<<<<<<<<<
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base
 */
  __PYX_INC_MEMVIEW((&__pyx_v_memviewslice), 1);

  /* "View.MemoryView":977
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base             # <<<<<<<<<<<<<<
 *     result.typeinfo = memviewslice.memview.typeinfo
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __Pyx_GOTREF(__pyx_v_result->from_object);
  __Pyx_DECREF(__pyx_v_result->from_object);
  __pyx_v_result->from_object = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "View.MemoryView":978
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base
 *     result.typeinfo = memviewslice.memview.typeinfo             # <<<<<<<<<<<<<<
 * 
 *     result.view = memviewslice.memview.view
 */
  __pyx_t_4 = __pyx_v_memviewslice.memview->typeinfo;
  __pyx_v_result->__pyx_base.typeinfo = __pyx_t_4;

  /* "View.MemoryView":980
 *     result.typeinfo = memviewslice.memview.typeinfo
 * 
 *     result.view = memviewslice.memview.view             # <<<<<<<<<<<<<<
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim
 */
  __pyx_t_5 = __pyx_v_memviewslice.memview->view;
  __pyx_v_result->__pyx_base.view = __pyx_t_5;

  /* "View.MemoryView":981
 * 
 *     result.view = memviewslice.memview.view
 *     result.view.buf = <void *> memviewslice.data             # <<<<<<<<<<<<<<
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 */
  __pyx_v_result->__pyx_base.view.buf = ((void *)__pyx_v_memviewslice.data);

  /* "View.MemoryView":982
 *     result.view = memviewslice.memview.view
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim             # <<<<<<<<<<<<<<
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 *     Py_INCREF(Py_None)
 */
  __pyx_v_result->__pyx_base.view.ndim = __pyx_v_ndim;

  /* "View.MemoryView":983
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None             # <<<<<<<<<<<<<<
 *     Py_INCREF(Py_None)
 * 
 */
  ((Py_buffer *)(&__pyx_v_result->__pyx_base.view))->obj = Py_None;

  /* "View.MemoryView":984
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 *     Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *     result.flags = PyBUF_RECORDS
 */
  Py_INCREF(Py_None);

  /* "View.MemoryView":986
 *     Py_INCREF(Py_None)
 * 
 *     result.flags = PyBUF_RECORDS             # <<<<<<<<<<<<<<
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 */
  __pyx_v_result->__pyx_base.flags = PyBUF_RECORDS;

  /* "View.MemoryView":988
 *     result.flags = PyBUF_RECORDS
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape             # <<<<<<<<<<<<<<
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides
 * 
 */
  __pyx_v_result->__pyx_base.view.shape = ((Py_ssize_t *)__pyx_v_result->from_slice.shape);

  /* "View.MemoryView":989
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_v_result->__pyx_base.view.strides = ((Py_ssize_t *)__pyx_v_result->from_slice.strides);

  /* "View.MemoryView":992
 * 
 * 
 *     result.view.suboffsets = NULL             # <<<<<<<<<<<<<<
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:
 */
  __pyx_v_result->__pyx_base.view.suboffsets = NULL;

  /* "View.MemoryView":993
 * 
 *     result.view.suboffsets = NULL
 *     for suboffset in result.from_slice.suboffsets[:ndim]:             # <<<<<<<<<<<<<<
 *         if suboffset >= 0:
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 */
  __pyx_t_7 = (__pyx_v_result->from_slice.suboffsets + __pyx_v_ndim);
  for (__pyx_t_8 = __pyx_v_result->from_slice.suboffsets; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) {
    __pyx_t_6 = __pyx_t_8;
    __pyx_v_suboffset = (__pyx_t_6[0]);

    /* "View.MemoryView":994
 *     result.view.suboffsets = NULL
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 *             break
 */
    __pyx_t_1 = ((__pyx_v_suboffset >= 0) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":995
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_result->__pyx_base.view.suboffsets = ((Py_ssize_t *)__pyx_v_result->from_slice.suboffsets);

      /* "View.MemoryView":996
 *         if suboffset >= 0:
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 *             break             # <<<<<<<<<<<<<<
 * 
 *     result.view.len = result.view.itemsize
 */
      goto __pyx_L5_break;

      /* "View.MemoryView":994
 *     result.view.suboffsets = NULL
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 *             break
 */
    }
  }
  __pyx_L5_break:;

  /* "View.MemoryView":998
 *             break
 * 
 *     result.view.len = result.view.itemsize             # <<<<<<<<<<<<<<
 *     for length in result.view.shape[:ndim]:
 *         result.view.len *= length
 */
  __pyx_t_9 = __pyx_v_result->__pyx_base.view.itemsize;
  __pyx_v_result->__pyx_base.view.len = __pyx_t_9;

  /* "View.MemoryView":999
 * 
 *     result.view.len = result.view.itemsize
 *     for length in result.view.shape[:ndim]:             # <<<<<<<<<<<<<<
 *         result.view.len *= length
 * 
 */
  __pyx_t_7 = (__pyx_v_result->__pyx_base.view.shape + __pyx_v_ndim);
  for (__pyx_t_8 = __pyx_v_result->__pyx_base.view.shape; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) {
    __pyx_t_6 = __pyx_t_8;
    __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "View.MemoryView":1000
 *     result.view.len = result.view.itemsize
 *     for length in result.view.shape[:ndim]:
 *         result.view.len *= length             # <<<<<<<<<<<<<<
 * 
 *     result.to_object_func = to_object_func
 */
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_result->__pyx_base.view.len = __pyx_t_9;
  }

  /* "View.MemoryView":1002
 *         result.view.len *= length
 * 
 *     result.to_object_func = to_object_func             # <<<<<<<<<<<<<<
 *     result.to_dtype_func = to_dtype_func
 * 
 */
  __pyx_v_result->to_object_func = __pyx_v_to_object_func;

  /* "View.MemoryView":1003
 * 
 *     result.to_object_func = to_object_func
 *     result.to_dtype_func = to_dtype_func             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  __pyx_v_result->to_dtype_func = __pyx_v_to_dtype_func;

  /* "View.MemoryView":1005
 *     result.to_dtype_func = to_dtype_func
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":958
 * 
 * @cname('__pyx_memoryview_fromslice')
 * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice,             # <<<<<<<<<<<<<<
 *                           int ndim,
 *                           object (*to_object_func)(char *),
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview_fromslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_length);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1008
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview,             # <<<<<<<<<<<<<<
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 */

static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_mslice) {
  struct __pyx_memoryviewslice_obj *__pyx_v_obj = 0;
  __Pyx_memviewslice *__pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_slice_from_memview", 0);

  /* "View.MemoryView":1011
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         obj = memview
 *         return &obj.from_slice
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1012
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):
 *         obj = memview             # <<<<<<<<<<<<<<
 *         return &obj.from_slice
 *     else:
 */
    if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = ((PyObject *)__pyx_v_memview);
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":1013
 *     if isinstance(memview, _memoryviewslice):
 *         obj = memview
 *         return &obj.from_slice             # <<<<<<<<<<<<<<
 *     else:
 *         slice_copy(memview, mslice)
 */
    __pyx_r = (&__pyx_v_obj->from_slice);
    goto __pyx_L0;

    /* "View.MemoryView":1011
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         obj = memview
 *         return &obj.from_slice
 */
  }

  /* "View.MemoryView":1015
 *         return &obj.from_slice
 *     else:
 *         slice_copy(memview, mslice)             # <<<<<<<<<<<<<<
 *         return mslice
 * 
 */
  /*else*/ {
    __pyx_memoryview_slice_copy(__pyx_v_memview, __pyx_v_mslice);

    /* "View.MemoryView":1016
 *     else:
 *         slice_copy(memview, mslice)
 *         return mslice             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_slice_copy')
 */
    __pyx_r = __pyx_v_mslice;
    goto __pyx_L0;
  }

  /* "View.MemoryView":1008
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview,             # <<<<<<<<<<<<<<
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_WriteUnraisable("View.MemoryView.get_slice_from_memview", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_obj);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1019
 * 
 * @cname('__pyx_memoryview_slice_copy')
 * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst):             # <<<<<<<<<<<<<<
 *     cdef int dim
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 */

static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_dst) {
  int __pyx_v_dim;
  Py_ssize_t *__pyx_v_shape;
  Py_ssize_t *__pyx_v_strides;
  Py_ssize_t *__pyx_v_suboffsets;
  __Pyx_RefNannyDeclarations
  Py_ssize_t *__pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  __Pyx_RefNannySetupContext("slice_copy", 0);

  /* "View.MemoryView":1023
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 * 
 *     shape = memview.view.shape             # <<<<<<<<<<<<<<
 *     strides = memview.view.strides
 *     suboffsets = memview.view.suboffsets
 */
  __pyx_t_1 = __pyx_v_memview->view.shape;
  __pyx_v_shape = __pyx_t_1;

  /* "View.MemoryView":1024
 * 
 *     shape = memview.view.shape
 *     strides = memview.view.strides             # <<<<<<<<<<<<<<
 *     suboffsets = memview.view.suboffsets
 * 
 */
  __pyx_t_1 = __pyx_v_memview->view.strides;
  __pyx_v_strides = __pyx_t_1;

  /* "View.MemoryView":1025
 *     shape = memview.view.shape
 *     strides = memview.view.strides
 *     suboffsets = memview.view.suboffsets             # <<<<<<<<<<<<<<
 * 
 *     dst.memview = <__pyx_memoryview *> memview
 */
  __pyx_t_1 = __pyx_v_memview->view.suboffsets;
  __pyx_v_suboffsets = __pyx_t_1;

  /* "View.MemoryView":1027
 *     suboffsets = memview.view.suboffsets
 * 
 *     dst.memview = <__pyx_memoryview *> memview             # <<<<<<<<<<<<<<
 *     dst.data = <char *> memview.view.buf
 * 
 */
  __pyx_v_dst->memview = ((struct __pyx_memoryview_obj *)__pyx_v_memview);

  /* "View.MemoryView":1028
 * 
 *     dst.memview = <__pyx_memoryview *> memview
 *     dst.data = <char *> memview.view.buf             # <<<<<<<<<<<<<<
 * 
 *     for dim in range(memview.view.ndim):
 */
  __pyx_v_dst->data = ((char *)__pyx_v_memview->view.buf);

  /* "View.MemoryView":1030
 *     dst.data = <char *> memview.view.buf
 * 
 *     for dim in range(memview.view.ndim):             # <<<<<<<<<<<<<<
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]
 */
  __pyx_t_2 = __pyx_v_memview->view.ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_dim = __pyx_t_3;

    /* "View.MemoryView":1031
 * 
 *     for dim in range(memview.view.ndim):
 *         dst.shape[dim] = shape[dim]             # <<<<<<<<<<<<<<
 *         dst.strides[dim] = strides[dim]
 *         dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1
 */
    (__pyx_v_dst->shape[__pyx_v_dim]) = (__pyx_v_shape[__pyx_v_dim]);

    /* "View.MemoryView":1032
 *     for dim in range(memview.view.ndim):
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]             # <<<<<<<<<<<<<<
 *         dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1
 * 
 */
    (__pyx_v_dst->strides[__pyx_v_dim]) = (__pyx_v_strides[__pyx_v_dim]);

    /* "View.MemoryView":1033
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]
 *         dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_object')
 */
    if ((__pyx_v_suboffsets != 0)) {
      __pyx_t_4 = (__pyx_v_suboffsets[__pyx_v_dim]);
    } else {
      __pyx_t_4 = -1L;
    }
    (__pyx_v_dst->suboffsets[__pyx_v_dim]) = __pyx_t_4;
  }

  /* "View.MemoryView":1019
 * 
 * @cname('__pyx_memoryview_slice_copy')
 * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst):             # <<<<<<<<<<<<<<
 *     cdef int dim
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":1036
 * 
 * @cname('__pyx_memoryview_copy_object')
 * cdef memoryview_copy(memoryview memview):             # <<<<<<<<<<<<<<
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 */

static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx_v_memview) {
  __Pyx_memviewslice __pyx_v_memviewslice;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_copy", 0);

  /* "View.MemoryView":1039
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 *     slice_copy(memview, &memviewslice)             # <<<<<<<<<<<<<<
 *     return memoryview_copy_from_slice(memview, &memviewslice)
 * 
 */
  __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_memviewslice));

  /* "View.MemoryView":1040
 *     cdef __Pyx_memviewslice memviewslice
 *     slice_copy(memview, &memviewslice)
 *     return memoryview_copy_from_slice(memview, &memviewslice)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1040; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1036
 * 
 * @cname('__pyx_memoryview_copy_object')
 * cdef memoryview_copy(memoryview memview):             # <<<<<<<<<<<<<<
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1043
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
 *     """
 *     Create a new memoryview object from a given memoryview object and slice.
 */

static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) {
  PyObject *(*__pyx_v_to_object_func)(char *);
  int (*__pyx_v_to_dtype_func)(char *, PyObject *);
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *(*__pyx_t_3)(char *);
  int (*__pyx_t_4)(char *, PyObject *);
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_copy_from_slice", 0);

  /* "View.MemoryView":1050
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1051
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func             # <<<<<<<<<<<<<<
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 */
    __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func;
    __pyx_v_to_object_func = __pyx_t_3;

    /* "View.MemoryView":1052
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func             # <<<<<<<<<<<<<<
 *     else:
 *         to_object_func = NULL
 */
    __pyx_t_4 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func;
    __pyx_v_to_dtype_func = __pyx_t_4;

    /* "View.MemoryView":1050
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1054
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 *         to_object_func = NULL             # <<<<<<<<<<<<<<
 *         to_dtype_func = NULL
 * 
 */
  /*else*/ {
    __pyx_v_to_object_func = NULL;

    /* "View.MemoryView":1055
 *     else:
 *         to_object_func = NULL
 *         to_dtype_func = NULL             # <<<<<<<<<<<<<<
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 */
    __pyx_v_to_dtype_func = NULL;
  }
  __pyx_L3:;

  /* "View.MemoryView":1057
 *         to_dtype_func = NULL
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,             # <<<<<<<<<<<<<<
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)
 */
  __Pyx_XDECREF(__pyx_r);

  /* "View.MemoryView":1059
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1043
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
 *     """
 *     Create a new memoryview object from a given memoryview object and slice.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_from_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1065
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {
  Py_ssize_t __pyx_r;
  int __pyx_t_1;

  /* "View.MemoryView":1066
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_arg < 0) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1067
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:
 *         return -arg             # <<<<<<<<<<<<<<
 *     else:
 *         return arg
 */
    __pyx_r = (-__pyx_v_arg);
    goto __pyx_L0;

    /* "View.MemoryView":1066
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
 *     else:
 */
  }

  /* "View.MemoryView":1069
 *         return -arg
 *     else:
 *         return arg             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_get_best_slice_order')
 */
  /*else*/ {
    __pyx_r = __pyx_v_arg;
    goto __pyx_L0;
  }

  /* "View.MemoryView":1065
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1072
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_c_stride;
  Py_ssize_t __pyx_v_f_stride;
  char __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1077
 *     """
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t f_stride = 0
 * 
 */
  __pyx_v_c_stride = 0;

  /* "View.MemoryView":1078
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0
 *     cdef Py_ssize_t f_stride = 0             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
  __pyx_v_f_stride = 0;

  /* "View.MemoryView":1080
 *     cdef Py_ssize_t f_stride = 0
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1081
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1082
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1083
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
      goto __pyx_L4_break;

      /* "View.MemoryView":1081
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L4_break:;

  /* "View.MemoryView":1085
 *             break
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 */
  __pyx_t_1 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1086
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1087
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1088
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 */
      goto __pyx_L7_break;

      /* "View.MemoryView":1086
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L7_break:;

  /* "View.MemoryView":1090
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1091
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 *         return 'C'             # <<<<<<<<<<<<<<
 *     else:
 *         return 'F'
 */
    __pyx_r = 'C';
    goto __pyx_L0;

    /* "View.MemoryView":1090
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  }

  /* "View.MemoryView":1093
 *         return 'C'
 *     else:
 *         return 'F'             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
 */
  /*else*/ {
    __pyx_r = 'F';
    goto __pyx_L0;
  }

  /* "View.MemoryView":1072
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1096
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent;
  Py_ssize_t __pyx_v_dst_extent;
  Py_ssize_t __pyx_v_src_stride;
  Py_ssize_t __pyx_v_dst_stride;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;

  /* "View.MemoryView":1103
 * 
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 */
  __pyx_v_src_extent = (__pyx_v_src_shape[0]);

  /* "View.MemoryView":1104
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 */
  __pyx_v_dst_extent = (__pyx_v_dst_shape[0]);

  /* "View.MemoryView":1105
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 */
  __pyx_v_src_stride = (__pyx_v_src_strides[0]);

  /* "View.MemoryView":1106
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_dst_stride = (__pyx_v_dst_strides[0]);

  /* "View.MemoryView":1108
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1109
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }

    /* "View.MemoryView":1110
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):             # <<<<<<<<<<<<<<
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 */
    __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize);
    if (__pyx_t_2) {
      __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride));
    }
    __pyx_t_3 = (__pyx_t_2 != 0);
    __pyx_t_1 = __pyx_t_3;
    __pyx_L5_bool_binop_done:;

    /* "View.MemoryView":1109
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    if (__pyx_t_1) {

      /* "View.MemoryView":1111
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)             # <<<<<<<<<<<<<<
 *        else:
 *            for i in range(dst_extent):
 */
      memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent));

      /* "View.MemoryView":1109
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
      goto __pyx_L4;
    }

    /* "View.MemoryView":1113
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 *            for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 */
    /*else*/ {
      __pyx_t_4 = __pyx_v_dst_extent;
      for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
        __pyx_v_i = __pyx_t_5;

        /* "View.MemoryView":1114
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */
        memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize);

        /* "View.MemoryView":1115
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride             # <<<<<<<<<<<<<<
 *                dst_data += dst_stride
 *     else:
 */
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1116
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 *                dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
 */
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
      }
    }
    __pyx_L4:;

    /* "View.MemoryView":1108
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1118
 *                dst_data += dst_stride
 *     else:
 *         for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *             _copy_strided_to_strided(src_data, src_strides + 1,
 *                                      dst_data, dst_strides + 1,
 */
  /*else*/ {
    __pyx_t_4 = __pyx_v_dst_extent;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":1119
 *     else:
 *         for i in range(dst_extent):
 *             _copy_strided_to_strided(src_data, src_strides + 1,             # <<<<<<<<<<<<<<
 *                                      dst_data, dst_strides + 1,
 *                                      src_shape + 1, dst_shape + 1,
 */
      _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);

      /* "View.MemoryView":1123
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
 */
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1124
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
 */
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1096
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

  /* function exit code */
}

/* "View.MemoryView":1126
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) {

  /* "View.MemoryView":1129
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 *     _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides,             # <<<<<<<<<<<<<<
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 */
  _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1126
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1133
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 */

static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_size;
  Py_ssize_t __pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1136
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 *     cdef Py_ssize_t size = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1138
 *     cdef Py_ssize_t size = src.memview.view.itemsize
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         size *= src.shape[i]
 * 
 */
  __pyx_t_2 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1139
 * 
 *     for i in range(ndim):
 *         size *= src.shape[i]             # <<<<<<<<<<<<<<
 * 
 *     return size
 */
    __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i]));
  }

  /* "View.MemoryView":1141
 *         size *= src.shape[i]
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
 */
  __pyx_r = __pyx_v_size;
  goto __pyx_L0;

  /* "View.MemoryView":1133
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1144
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1153
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
  __pyx_t_1 = ((__pyx_v_order == 'F') != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1154
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride = stride * shape[idx]
 */
    __pyx_t_2 = __pyx_v_ndim;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_idx = __pyx_t_3;

      /* "View.MemoryView":1155
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride = stride * shape[idx]
 *     else:
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1156
 *         for idx in range(ndim):
 *             strides[idx] = stride
 *             stride = stride * shape[idx]             # <<<<<<<<<<<<<<
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }

    /* "View.MemoryView":1153
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1158
 *             stride = stride * shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride = stride * shape[idx]
 */
  /*else*/ {
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1L; __pyx_t_2-=1) {
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1159
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride = stride * shape[idx]
 * 
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1160
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride = stride * shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1162
 *             stride = stride * shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 */
  __pyx_r = __pyx_v_stride;
  goto __pyx_L0;

  /* "View.MemoryView":1144
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1165
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) {
  int __pyx_v_i;
  void *__pyx_v_result;
  size_t __pyx_v_itemsize;
  size_t __pyx_v_size;
  void *__pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  struct __pyx_memoryview_obj *__pyx_t_4;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":1176
 *     cdef void *result
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1177
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef size_t size = slice_get_size(src, ndim)             # <<<<<<<<<<<<<<
 * 
 *     result = malloc(size)
 */
  __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);

  /* "View.MemoryView":1179
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err(MemoryError, NULL)
 */
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1180
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1181
 *     result = malloc(size)
 *     if not result:
 *         _err(MemoryError, NULL)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":1180
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  }

  /* "View.MemoryView":1184
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 */
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1185
 * 
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 */
  __pyx_t_4 = __pyx_v_src->memview;
  __pyx_v_tmpslice->memview = __pyx_t_4;

  /* "View.MemoryView":1186
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1
 */
  __pyx_t_3 = __pyx_v_ndim;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "View.MemoryView":1187
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]             # <<<<<<<<<<<<<<
 *         tmpslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);

    /* "View.MemoryView":1188
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,
 */
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1190
 *         tmpslice.suboffsets[i] = -1
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,             # <<<<<<<<<<<<<<
 *                               ndim, order)
 * 
 */
  __pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order);

  /* "View.MemoryView":1194
 * 
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0
 */
  __pyx_t_3 = __pyx_v_ndim;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "View.MemoryView":1195
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1196
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0             # <<<<<<<<<<<<<<
 * 
 *     if slice_is_contig(src, order, ndim):
 */
      (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0;

      /* "View.MemoryView":1195
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    }
  }

  /* "View.MemoryView":1198
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
  __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1199
 * 
 *     if slice_is_contig(src, order, ndim):
 *         memcpy(result, src.data, size)             # <<<<<<<<<<<<<<
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 */
    memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size);

    /* "View.MemoryView":1198
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
    goto __pyx_L9;
  }

  /* "View.MemoryView":1201
 *         memcpy(result, src.data, size)
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  /*else*/ {
    copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize);
  }
  __pyx_L9:;

  /* "View.MemoryView":1203
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":1165
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = NULL;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1208
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 */

static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent1, Py_ssize_t __pyx_v_extent2) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err_extents", 0);

  /* "View.MemoryView":1211
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 *                                                         (i, extent1, extent2))             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err_dim')
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_3);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;

  /* "View.MemoryView":1210
 * cdef int _err_extents(int i, Py_ssize_t extent1,
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %             # <<<<<<<<<<<<<<
 *                                                         (i, extent1, extent2))
 * 
 */
  __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_Raise(__pyx_t_3, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":1208
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView._err_extents", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1214
 * 
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:             # <<<<<<<<<<<<<<
 *     raise error(msg.decode('ascii') % dim)
 * 
 */

static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, int __pyx_v_dim) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err_dim", 0);
  __Pyx_INCREF(__pyx_v_error);

  /* "View.MemoryView":1215
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:
 *     raise error(msg.decode('ascii') % dim)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err')
 */
  __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_INCREF(__pyx_v_error);
  __pyx_t_3 = __pyx_v_error; __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":1214
 * 
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:             # <<<<<<<<<<<<<<
 *     raise error(msg.decode('ascii') % dim)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView._err_dim", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_XDECREF(__pyx_v_error);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1218
 * 
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:             # <<<<<<<<<<<<<<
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))
 */

static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err", 0);
  __Pyx_INCREF(__pyx_v_error);

  /* "View.MemoryView":1219
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:             # <<<<<<<<<<<<<<
 *         raise error(msg.decode('ascii'))
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_msg != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1220
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))             # <<<<<<<<<<<<<<
 *     else:
 *         raise error
 */
    __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_error);
    __pyx_t_4 = __pyx_v_error; __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_GOTREF(__pyx_t_2);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":1219
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:             # <<<<<<<<<<<<<<
 *         raise error(msg.decode('ascii'))
 *     else:
 */
  }

  /* "View.MemoryView":1222
 *         raise error(msg.decode('ascii'))
 *     else:
 *         raise error             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_contents')
 */
  /*else*/ {
    __Pyx_Raise(__pyx_v_error, 0, 0, 0);
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":1218
 * 
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:             # <<<<<<<<<<<<<<
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView._err", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_XDECREF(__pyx_v_error);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1225
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_memviewslice __pyx_v_dst, int __pyx_v_src_ndim, int __pyx_v_dst_ndim, int __pyx_v_dtype_is_object) {
  void *__pyx_v_tmpdata;
  size_t __pyx_v_itemsize;
  int __pyx_v_i;
  char __pyx_v_order;
  int __pyx_v_broadcasting;
  int __pyx_v_direct_copy;
  __Pyx_memviewslice __pyx_v_tmp;
  int __pyx_v_ndim;
  int __pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  void *__pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":1233
 *     Check for overlapping memory and verify the shapes.
 *     """
 *     cdef void *tmpdata = NULL             # <<<<<<<<<<<<<<
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 */
  __pyx_v_tmpdata = NULL;

  /* "View.MemoryView":1234
 *     """
 *     cdef void *tmpdata = NULL
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 */
  __pyx_t_1 = __pyx_v_src.memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1236
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)             # <<<<<<<<<<<<<<
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False
 */
  __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_src), __pyx_v_src_ndim);

  /* "View.MemoryView":1237
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False             # <<<<<<<<<<<<<<
 *     cdef bint direct_copy = False
 *     cdef __Pyx_memviewslice tmp
 */
  __pyx_v_broadcasting = 0;

  /* "View.MemoryView":1238
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False             # <<<<<<<<<<<<<<
 *     cdef __Pyx_memviewslice tmp
 * 
 */
  __pyx_v_direct_copy = 0;

  /* "View.MemoryView":1241
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 */
  __pyx_t_2 = ((__pyx_v_src_ndim < __pyx_v_dst_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1242
 * 
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 */
    __pyx_memoryview_broadcast_leading((&__pyx_v_src), __pyx_v_src_ndim, __pyx_v_dst_ndim);

    /* "View.MemoryView":1241
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1243
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */
  __pyx_t_2 = ((__pyx_v_dst_ndim < __pyx_v_src_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1244
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)             # <<<<<<<<<<<<<<
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)
 */
    __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim);

    /* "View.MemoryView":1243
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":1246
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
  __pyx_t_3 = __pyx_v_dst_ndim;
  __pyx_t_4 = __pyx_v_src_ndim;
  if (((__pyx_t_3 > __pyx_t_4) != 0)) {
    __pyx_t_5 = __pyx_t_3;
  } else {
    __pyx_t_5 = __pyx_t_4;
  }
  __pyx_v_ndim = __pyx_t_5;

  /* "View.MemoryView":1248
 *     cdef int ndim = max(src_ndim, dst_ndim)
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 */
  __pyx_t_5 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_5; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1249
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */
    __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1250
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */
      __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":1251
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 *                 broadcasting = True             # <<<<<<<<<<<<<<
 *                 src.strides[i] = 0
 *             else:
 */
        __pyx_v_broadcasting = 1;

        /* "View.MemoryView":1252
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 *                 src.strides[i] = 0             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 */
        (__pyx_v_src.strides[__pyx_v_i]) = 0;

        /* "View.MemoryView":1250
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */
        goto __pyx_L7;
      }

      /* "View.MemoryView":1254
 *                 src.strides[i] = 0
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])             # <<<<<<<<<<<<<<
 * 
 *         if src.suboffsets[i] >= 0:
 */
      /*else*/ {
        __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L7:;

      /* "View.MemoryView":1249
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */
    }

    /* "View.MemoryView":1256
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1257
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */
      __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":1256
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    }
  }

  /* "View.MemoryView":1259
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(&src, order, ndim):
 */
  __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1261
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(&src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    __pyx_t_2 = ((!(__pyx_memviewslice_is_contig((&__pyx_v_src), __pyx_v_order, __pyx_v_ndim) != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1262
 * 
 *         if not slice_is_contig(&src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 */
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1261
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(&src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    }

    /* "View.MemoryView":1264
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */
    __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_tmpdata = __pyx_t_6;

    /* "View.MemoryView":1265
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1259
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(&src, order, ndim):
 */
  }

  /* "View.MemoryView":1267
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1270
 * 
 * 
 *         if slice_is_contig(&src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'C', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1271
 * 
 *         if slice_is_contig(&src, 'C', ndim):
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(&src, 'F', ndim):
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'C', __pyx_v_ndim);

      /* "View.MemoryView":1270
 * 
 * 
 *         if slice_is_contig(&src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):
 */
      goto __pyx_L12;
    }

    /* "View.MemoryView":1272
 *         if slice_is_contig(&src, 'C', ndim):
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 * 
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'F', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1273
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'F', __pyx_v_ndim);

      /* "View.MemoryView":1272
 *         if slice_is_contig(&src, 'C', ndim):
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 * 
 */
    }
    __pyx_L12:;

    /* "View.MemoryView":1275
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_2 = (__pyx_v_direct_copy != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1277
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1278
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 */
      memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim));

      /* "View.MemoryView":1279
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1280
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1281
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "View.MemoryView":1275
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    }

    /* "View.MemoryView":1267
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1283
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = (__pyx_v_order == 'F');
  if (__pyx_t_2) {
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));
  }
  __pyx_t_7 = (__pyx_t_2 != 0);
  if (__pyx_t_7) {

    /* "View.MemoryView":1286
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":1287
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 1287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":1283
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1289
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1290
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 */
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1291
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1293
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1294
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1225
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = -1;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1297
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
  int __pyx_v_i;
  int __pyx_v_offset;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "View.MemoryView":1301
 *                             int ndim_other) nogil:
 *     cdef int i
 *     cdef int offset = ndim_other - ndim             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
  __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim);

  /* "View.MemoryView":1303
 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1304
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]             # <<<<<<<<<<<<<<
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 */
    (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);

    /* "View.MemoryView":1305
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 */
    (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]);

    /* "View.MemoryView":1306
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
 */
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);
  }

  /* "View.MemoryView":1308
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 */
  __pyx_t_1 = __pyx_v_offset;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "View.MemoryView":1309
 * 
 *     for i in range(offset):
 *         mslice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
 */
    (__pyx_v_mslice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1310
 *     for i in range(offset):
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]);

    /* "View.MemoryView":1311
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
 */
    (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1297
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1319
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) {
  int __pyx_t_1;

  /* "View.MemoryView":1323
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
  __pyx_t_1 = (__pyx_v_dtype_is_object != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1324
 * 
 *     if dtype_is_object:
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,             # <<<<<<<<<<<<<<
 *                                            dst.strides, ndim, inc)
 * 
 */
    __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc);

    /* "View.MemoryView":1323
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
  }

  /* "View.MemoryView":1319
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

  /* function exit code */
}

/* "View.MemoryView":1328
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 */

static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  __Pyx_RefNannyDeclarations
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("refcount_objects_in_slice_with_gil", 0);

  /* "View.MemoryView":1331
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 */
  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

  /* "View.MemoryView":1328
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
}

/* "View.MemoryView":1334
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                     Py_ssize_t *strides, int ndim, bint inc):
 *     cdef Py_ssize_t i
 */

static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  __Pyx_RefNannySetupContext("refcount_objects_in_slice", 0);

  /* "View.MemoryView":1338
 *     cdef Py_ssize_t i
 * 
 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
 */
  __pyx_t_1 = (__pyx_v_shape[0]);
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "View.MemoryView":1339
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */
    __pyx_t_3 = ((__pyx_v_ndim == 1) != 0);
    if (__pyx_t_3) {

      /* "View.MemoryView":1340
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */
      __pyx_t_3 = (__pyx_v_inc != 0);
      if (__pyx_t_3) {

        /* "View.MemoryView":1341
 *         if ndim == 1:
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])
 */
        Py_INCREF((((PyObject **)__pyx_v_data)[0]));

        /* "View.MemoryView":1340
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */
        goto __pyx_L6;
      }

      /* "View.MemoryView":1343
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,
 */
      /*else*/ {
        Py_DECREF((((PyObject **)__pyx_v_data)[0]));
      }
      __pyx_L6:;

      /* "View.MemoryView":1339
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */
      goto __pyx_L5;
    }

    /* "View.MemoryView":1345
 *                 Py_DECREF((<PyObject **> data)[0])
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,             # <<<<<<<<<<<<<<
 *                                       ndim - 1, inc)
 * 
 */
    /*else*/ {

      /* "View.MemoryView":1346
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,
 *                                       ndim - 1, inc)             # <<<<<<<<<<<<<<
 * 
 *         data += strides[0]
 */
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc);
    }
    __pyx_L5:;

    /* "View.MemoryView":1348
 *                                       ndim - 1, inc)
 * 
 *         data += strides[0]             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_v_data = (__pyx_v_data + (__pyx_v_strides[0]));
  }

  /* "View.MemoryView":1334
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                     Py_ssize_t *strides, int ndim, bint inc):
 *     cdef Py_ssize_t i
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":1354
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 */

static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) {

  /* "View.MemoryView":1357
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
 *                          itemsize, item)
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1358
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,             # <<<<<<<<<<<<<<
 *                          itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);

  /* "View.MemoryView":1360
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
 *                          itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1354
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_v_extent;
  int __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;

  /* "View.MemoryView":1368
 *                               size_t itemsize, void *item) nogil:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t extent = shape[0]
 * 
 */
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1369
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]
 *     cdef Py_ssize_t extent = shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_extent = (__pyx_v_shape[0]);

  /* "View.MemoryView":1371
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1372
 * 
 *     if ndim == 1:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             memcpy(data, item, itemsize)
 *             data += stride
 */
    __pyx_t_2 = __pyx_v_extent;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_i = __pyx_t_3;

      /* "View.MemoryView":1373
 *     if ndim == 1:
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)             # <<<<<<<<<<<<<<
 *             data += stride
 *     else:
 */
      memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize);

      /* "View.MemoryView":1374
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 *             data += stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(extent):
 */
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
    }

    /* "View.MemoryView":1371
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1376
 *             data += stride
 *     else:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             _slice_assign_scalar(data, shape + 1, strides + 1,
 *                                 ndim - 1, itemsize, item)
 */
  /*else*/ {
    __pyx_t_2 = __pyx_v_extent;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_i = __pyx_t_3;

      /* "View.MemoryView":1377
 *     else:
 *         for i in range(extent):
 *             _slice_assign_scalar(data, shape + 1, strides + 1,             # <<<<<<<<<<<<<<
 *                                 ndim - 1, itemsize, item)
 *             data += stride
 */
      __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item);

      /* "View.MemoryView":1379
 *             _slice_assign_scalar(data, shape + 1, strides + 1,
 *                                 ndim - 1, itemsize, item)
 *             data += stride             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

  /* function exit code */
}

/* "string.from_py":13
 * 
 * @cname("__pyx_convert_string_from_py_std__in_string")
 * cdef string __pyx_convert_string_from_py_std__in_string(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t length
 *     cdef char* data = __Pyx_PyObject_AsStringAndSize(o, &length)
 */

static std::string __pyx_convert_string_from_py_std__in_string(PyObject *__pyx_v_o) {
  Py_ssize_t __pyx_v_length;
  char *__pyx_v_data;
  std::string __pyx_r;
  __Pyx_RefNannyDeclarations
  char *__pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_string_from_py_std__in_string", 0);

  /* "string.from_py":15
 * cdef string __pyx_convert_string_from_py_std__in_string(object o) except *:
 *     cdef Py_ssize_t length
 *     cdef char* data = __Pyx_PyObject_AsStringAndSize(o, &length)             # <<<<<<<<<<<<<<
 *     return string(data, length)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_AsStringAndSize(__pyx_v_o, (&__pyx_v_length)); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_data = __pyx_t_1;

  /* "string.from_py":16
 *     cdef Py_ssize_t length
 *     cdef char* data = __Pyx_PyObject_AsStringAndSize(o, &length)
 *     return string(data, length)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = std::string(__pyx_v_data, __pyx_v_length);
  goto __pyx_L0;

  /* "string.from_py":13
 * 
 * @cname("__pyx_convert_string_from_py_std__in_string")
 * cdef string __pyx_convert_string_from_py_std__in_string(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t length
 *     cdef char* data = __Pyx_PyObject_AsStringAndSize(o, &length)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("string.from_py.__pyx_convert_string_from_py_std__in_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pair.from_py":164
 * 
 * @cname("__pyx_convert_pair_from_py_double__and_std_3a__3a_string")
 * cdef pair[X,Y] __pyx_convert_pair_from_py_double__and_std_3a__3a_string(object o) except *:             # <<<<<<<<<<<<<<
 *     x, y = o
 *     return pair[X,Y](X_from_py(x), Y_from_py(y))
 */

static std::pair<double,std::string>  __pyx_convert_pair_from_py_double__and_std_3a__3a_string(PyObject *__pyx_v_o) {
  PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_y = NULL;
  std::pair<double,std::string>  __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *(*__pyx_t_4)(PyObject *);
  double __pyx_t_5;
  std::string __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_pair_from_py_double__and_std_3a__3a_string", 0);

  /* "pair.from_py":165
 * @cname("__pyx_convert_pair_from_py_double__and_std_3a__3a_string")
 * cdef pair[X,Y] __pyx_convert_pair_from_py_double__and_std_3a__3a_string(object o) except *:
 *     x, y = o             # <<<<<<<<<<<<<<
 *     return pair[X,Y](X_from_py(x), Y_from_py(y))
 * 
 */
  if ((likely(PyTuple_CheckExact(__pyx_v_o))) || (PyList_CheckExact(__pyx_v_o))) {
    PyObject* sequence = __pyx_v_o;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[11]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_1 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_2 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_t_2);
    #else
    __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    #endif
  } else {
    Py_ssize_t index = -1;
    __pyx_t_3 = PyObject_GetIter(__pyx_v_o); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext;
    index = 0; __pyx_t_1 = __pyx_t_4(__pyx_t_3); if (unlikely(!__pyx_t_1)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_1);
    index = 1; __pyx_t_2 = __pyx_t_4(__pyx_t_3); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_4(__pyx_t_3), 2) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = NULL;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[11]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_v_x = __pyx_t_1;
  __pyx_t_1 = 0;
  __pyx_v_y = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "pair.from_py":166
 * cdef pair[X,Y] __pyx_convert_pair_from_py_double__and_std_3a__3a_string(object o) except *:
 *     x, y = o
 *     return pair[X,Y](X_from_py(x), Y_from_py(y))             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_PyFloat_AsDouble(__pyx_v_x); if (unlikely(__pyx_t_5 == -1.0 && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = __pyx_convert_string_from_py_std__in_string(__pyx_v_y); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = std::pair<double,std::string> (__pyx_t_5, __pyx_t_6);
  goto __pyx_L0;

  /* "pair.from_py":164
 * 
 * @cname("__pyx_convert_pair_from_py_double__and_std_3a__3a_string")
 * cdef pair[X,Y] __pyx_convert_pair_from_py_double__and_std_3a__3a_string(object o) except *:             # <<<<<<<<<<<<<<
 *     x, y = o
 *     return pair[X,Y](X_from_py(x), Y_from_py(y))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pair.from_py.__pyx_convert_pair_from_py_double__and_std_3a__3a_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "vector.from_py":50
 * 
 * @cname("__pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___")
 * cdef vector[X] __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef vector[X] v
 *     for item in o:
 */

static std::vector<std::pair<double,std::string> >  __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(PyObject *__pyx_v_o) {
  std::vector<std::pair<double,std::string> >  __pyx_v_v;
  PyObject *__pyx_v_item = NULL;
  std::vector<std::pair<double,std::string> >  __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  std::pair<double,std::string>  __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___", 0);

  /* "vector.from_py":52
 * cdef vector[X] __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(object o) except *:
 *     cdef vector[X] v
 *     for item in o:             # <<<<<<<<<<<<<<
 *         v.push_back(X_from_py(item))
 *     return v
 */
  if (likely(PyList_CheckExact(__pyx_v_o)) || PyTuple_CheckExact(__pyx_v_o)) {
    __pyx_t_1 = __pyx_v_o; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_o); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "vector.from_py":53
 *     cdef vector[X] v
 *     for item in o:
 *         v.push_back(X_from_py(item))             # <<<<<<<<<<<<<<
 *     return v
 * 
 */
    __pyx_t_5 = __pyx_convert_pair_from_py_double__and_std_3a__3a_string(__pyx_v_item); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_v.push_back(__pyx_t_5);

    /* "vector.from_py":52
 * cdef vector[X] __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(object o) except *:
 *     cdef vector[X] v
 *     for item in o:             # <<<<<<<<<<<<<<
 *         v.push_back(X_from_py(item))
 *     return v
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "vector.from_py":54
 *     for item in o:
 *         v.push_back(X_from_py(item))
 *     return v             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_v;
  goto __pyx_L0;

  /* "vector.from_py":50
 * 
 * @cname("__pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___")
 * cdef vector[X] __pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef vector[X] v
 *     for item in o:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.from_py.__pyx_convert_vector_from_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "vector.from_py":49
 * 
 * @cname("__pyx_convert_vector_from_py_double")
 * cdef vector[X] __pyx_convert_vector_from_py_double(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef vector[X] v
 *     for item in o:
 */

static std::vector<double>  __pyx_convert_vector_from_py_double(PyObject *__pyx_v_o) {
  std::vector<double>  __pyx_v_v;
  PyObject *__pyx_v_item = NULL;
  std::vector<double>  __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  double __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_from_py_double", 0);

  /* "vector.from_py":51
 * cdef vector[X] __pyx_convert_vector_from_py_double(object o) except *:
 *     cdef vector[X] v
 *     for item in o:             # <<<<<<<<<<<<<<
 *         v.push_back(X_from_py(item))
 *     return v
 */
  if (likely(PyList_CheckExact(__pyx_v_o)) || PyTuple_CheckExact(__pyx_v_o)) {
    __pyx_t_1 = __pyx_v_o; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_o); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "vector.from_py":52
 *     cdef vector[X] v
 *     for item in o:
 *         v.push_back(X_from_py(item))             # <<<<<<<<<<<<<<
 *     return v
 * 
 */
    __pyx_t_5 = __pyx_PyFloat_AsDouble(__pyx_v_item); if (unlikely(__pyx_t_5 == -1.0 && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_v.push_back(__pyx_t_5);

    /* "vector.from_py":51
 * cdef vector[X] __pyx_convert_vector_from_py_double(object o) except *:
 *     cdef vector[X] v
 *     for item in o:             # <<<<<<<<<<<<<<
 *         v.push_back(X_from_py(item))
 *     return v
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "vector.from_py":53
 *     for item in o:
 *         v.push_back(X_from_py(item))
 *     return v             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_v;
  goto __pyx_L0;

  /* "vector.from_py":49
 * 
 * @cname("__pyx_convert_vector_from_py_double")
 * cdef vector[X] __pyx_convert_vector_from_py_double(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef vector[X] v
 *     for item in o:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.from_py.__pyx_convert_vector_from_py_double", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static std::vector<unsigned int>  __pyx_convert_vector_from_py_unsigned_int(PyObject *__pyx_v_o) {
  std::vector<unsigned int>  __pyx_v_v;
  PyObject *__pyx_v_item = NULL;
  std::vector<unsigned int>  __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  unsigned int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_from_py_unsigned_int", 0);

  /* "vector.from_py":51
 * cdef vector[X] __pyx_convert_vector_from_py_unsigned_int(object o) except *:
 *     cdef vector[X] v
 *     for item in o:             # <<<<<<<<<<<<<<
 *         v.push_back(X_from_py(item))
 *     return v
 */
  if (likely(PyList_CheckExact(__pyx_v_o)) || PyTuple_CheckExact(__pyx_v_o)) {
    __pyx_t_1 = __pyx_v_o; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_o); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "vector.from_py":52
 *     cdef vector[X] v
 *     for item in o:
 *         v.push_back(X_from_py(item))             # <<<<<<<<<<<<<<
 *     return v
 * 
 */
    __pyx_t_5 = __Pyx_PyInt_As_unsigned_int(__pyx_v_item); if (unlikely(__pyx_t_5 == -1 && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_v.push_back(__pyx_t_5);

    /* "vector.from_py":51
 * cdef vector[X] __pyx_convert_vector_from_py_unsigned_int(object o) except *:
 *     cdef vector[X] v
 *     for item in o:             # <<<<<<<<<<<<<<
 *         v.push_back(X_from_py(item))
 *     return v
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "vector.from_py":53
 *     for item in o:
 *         v.push_back(X_from_py(item))
 *     return v             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_v;
  goto __pyx_L0;

  /* "vector.from_py":49
 * 
 * @cname("__pyx_convert_vector_from_py_unsigned_int")
 * cdef vector[X] __pyx_convert_vector_from_py_unsigned_int(object o) except *:             # <<<<<<<<<<<<<<
 *     cdef vector[X] v
 *     for item in o:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.from_py.__pyx_convert_vector_from_py_unsigned_int", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_unsigned_int")
 * cdef object __pyx_convert_vector_to_py_unsigned_int(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

static PyObject *__pyx_convert_vector_to_py_unsigned_int(const std::vector<unsigned int>  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_unsigned_int", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_unsigned_int")
 * cdef object __pyx_convert_vector_to_py_unsigned_int(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __Pyx_PyInt_From_unsigned_int((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_unsigned_int")
 * cdef object __pyx_convert_vector_to_py_unsigned_int(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_unsigned_int", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "string.to_py":31
 * 
 * @cname("__pyx_convert_PyObject_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyObject_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyObject_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

static CYTHON_INLINE PyObject *__pyx_convert_PyObject_string_to_py_std__in_string(std::string const &__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_PyObject_string_to_py_std__in_string", 0);

  /* "string.to_py":32
 * @cname("__pyx_convert_PyObject_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyObject_string_to_py_std__in_string(const string& s):
 *     return __Pyx_PyObject_FromStringAndSize(s.data(), s.size())             # <<<<<<<<<<<<<<
 * cdef extern from *:
 *     cdef object __Pyx_PyUnicode_FromStringAndSize(char*, size_t)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_FromStringAndSize(__pyx_v_s.data(), __pyx_v_s.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "string.to_py":31
 * 
 * @cname("__pyx_convert_PyObject_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyObject_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyObject_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("string.to_py.__pyx_convert_PyObject_string_to_py_std__in_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "string.to_py":37
 * 
 * @cname("__pyx_convert_PyUnicode_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyUnicode_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyUnicode_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

static CYTHON_INLINE PyObject *__pyx_convert_PyUnicode_string_to_py_std__in_string(std::string const &__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_PyUnicode_string_to_py_std__in_string", 0);

  /* "string.to_py":38
 * @cname("__pyx_convert_PyUnicode_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyUnicode_string_to_py_std__in_string(const string& s):
 *     return __Pyx_PyUnicode_FromStringAndSize(s.data(), s.size())             # <<<<<<<<<<<<<<
 * cdef extern from *:
 *     cdef object __Pyx_PyStr_FromStringAndSize(char*, size_t)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyUnicode_FromStringAndSize(__pyx_v_s.data(), __pyx_v_s.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "string.to_py":37
 * 
 * @cname("__pyx_convert_PyUnicode_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyUnicode_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyUnicode_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("string.to_py.__pyx_convert_PyUnicode_string_to_py_std__in_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "string.to_py":43
 * 
 * @cname("__pyx_convert_PyStr_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyStr_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyStr_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

static CYTHON_INLINE PyObject *__pyx_convert_PyStr_string_to_py_std__in_string(std::string const &__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_PyStr_string_to_py_std__in_string", 0);

  /* "string.to_py":44
 * @cname("__pyx_convert_PyStr_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyStr_string_to_py_std__in_string(const string& s):
 *     return __Pyx_PyStr_FromStringAndSize(s.data(), s.size())             # <<<<<<<<<<<<<<
 * cdef extern from *:
 *     cdef object __Pyx_PyBytes_FromStringAndSize(char*, size_t)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyStr_FromStringAndSize(__pyx_v_s.data(), __pyx_v_s.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "string.to_py":43
 * 
 * @cname("__pyx_convert_PyStr_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyStr_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyStr_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("string.to_py.__pyx_convert_PyStr_string_to_py_std__in_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "string.to_py":49
 * 
 * @cname("__pyx_convert_PyBytes_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyBytes_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyBytes_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

static CYTHON_INLINE PyObject *__pyx_convert_PyBytes_string_to_py_std__in_string(std::string const &__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_PyBytes_string_to_py_std__in_string", 0);

  /* "string.to_py":50
 * @cname("__pyx_convert_PyBytes_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyBytes_string_to_py_std__in_string(const string& s):
 *     return __Pyx_PyBytes_FromStringAndSize(s.data(), s.size())             # <<<<<<<<<<<<<<
 * cdef extern from *:
 *     cdef object __Pyx_PyByteArray_FromStringAndSize(char*, size_t)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_s.data(), __pyx_v_s.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "string.to_py":49
 * 
 * @cname("__pyx_convert_PyBytes_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyBytes_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyBytes_FromStringAndSize(s.data(), s.size())
 * cdef extern from *:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("string.to_py.__pyx_convert_PyBytes_string_to_py_std__in_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "string.to_py":55
 * 
 * @cname("__pyx_convert_PyByteArray_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyByteArray_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyByteArray_FromStringAndSize(s.data(), s.size())
 * 
 */

static CYTHON_INLINE PyObject *__pyx_convert_PyByteArray_string_to_py_std__in_string(std::string const &__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_PyByteArray_string_to_py_std__in_string", 0);

  /* "string.to_py":56
 * @cname("__pyx_convert_PyByteArray_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyByteArray_string_to_py_std__in_string(const string& s):
 *     return __Pyx_PyByteArray_FromStringAndSize(s.data(), s.size())             # <<<<<<<<<<<<<<
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyByteArray_FromStringAndSize(__pyx_v_s.data(), __pyx_v_s.size()); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "string.to_py":55
 * 
 * @cname("__pyx_convert_PyByteArray_string_to_py_std__in_string")
 * cdef inline object __pyx_convert_PyByteArray_string_to_py_std__in_string(const string& s):             # <<<<<<<<<<<<<<
 *     return __Pyx_PyByteArray_FromStringAndSize(s.data(), s.size())
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("string.to_py.__pyx_convert_PyByteArray_string_to_py_std__in_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pair.to_py":180
 * 
 * @cname("__pyx_convert_pair_to_py_double____std_3a__3a_string")
 * cdef object __pyx_convert_pair_to_py_double____std_3a__3a_string(const pair[X,Y]& p):             # <<<<<<<<<<<<<<
 *     return X_to_py(p.first), Y_to_py(p.second)
 * 
 */

static PyObject *__pyx_convert_pair_to_py_double____std_3a__3a_string(std::pair<double,std::string>  const &__pyx_v_p) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_pair_to_py_double____std_3a__3a_string", 0);

  /* "pair.to_py":181
 * @cname("__pyx_convert_pair_to_py_double____std_3a__3a_string")
 * cdef object __pyx_convert_pair_to_py_double____std_3a__3a_string(const pair[X,Y]& p):
 *     return X_to_py(p.first), Y_to_py(p.second)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyFloat_FromDouble(__pyx_v_p.first); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_convert_PyObject_string_to_py_std__in_string(__pyx_v_p.second); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pair.to_py":180
 * 
 * @cname("__pyx_convert_pair_to_py_double____std_3a__3a_string")
 * cdef object __pyx_convert_pair_to_py_double____std_3a__3a_string(const pair[X,Y]& p):             # <<<<<<<<<<<<<<
 *     return X_to_py(p.first), Y_to_py(p.second)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pair.to_py.__pyx_convert_pair_to_py_double____std_3a__3a_string", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

static PyObject *__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(const std::vector<std::pair<double,std::string> >  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert_pair_to_py_double____std_3a__3a_string((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pair.to_py":180
 * 
 * @cname("__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t")
 * cdef object __pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(const pair[X,Y]& p):             # <<<<<<<<<<<<<<
 *     return X_to_py(p.first), Y_to_py(p.second)
 * 
 */

static PyObject *__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(std::pair<KTfwd::sample_t,KTfwd::sample_t>  const &__pyx_v_p) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t", 0);

  /* "pair.to_py":181
 * @cname("__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t")
 * cdef object __pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(const pair[X,Y]& p):
 *     return X_to_py(p.first), Y_to_py(p.second)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(__pyx_v_p.first); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_convert_vector_to_py_std_3a__3a_pair_3c_double_2c_std_3a__3a_string_3e___(__pyx_v_p.second); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pair.to_py":180
 * 
 * @cname("__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t")
 * cdef object __pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t(const pair[X,Y]& p):             # <<<<<<<<<<<<<<
 *     return X_to_py(p.first), Y_to_py(p.second)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pair.to_py.__pyx_convert_pair_to_py_KTfwd_3a__3a_sample_t____KTfwd_3a__3a_sample_t", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_double")
 * cdef object __pyx_convert_vector_to_py_double(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

static PyObject *__pyx_convert_vector_to_py_double(const std::vector<double>  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_double", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_double")
 * cdef object __pyx_convert_vector_to_py_double(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = PyFloat_FromDouble((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_double")
 * cdef object __pyx_convert_vector_to_py_double(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_double", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "map.to_py":227
 * 
 * @cname("__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___")
 * cdef object __pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___(const map[X,Y]& s):             # <<<<<<<<<<<<<<
 *     o = {}
 *     cdef const map[X,Y].value_type *key_value
 */

static PyObject *__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___(std::map<std::string,std::vector<double> >  const &__pyx_v_s) {
  PyObject *__pyx_v_o = NULL;
  std::map<std::string,std::vector<double> > ::value_type const *__pyx_v_key_value;
  std::map<std::string,std::vector<double> > ::const_iterator __pyx_v_iter;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___", 0);

  /* "map.to_py":228
 * @cname("__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___")
 * cdef object __pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___(const map[X,Y]& s):
 *     o = {}             # <<<<<<<<<<<<<<
 *     cdef const map[X,Y].value_type *key_value
 *     cdef map[X,Y].const_iterator iter = s.begin()
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_o = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "map.to_py":230
 *     o = {}
 *     cdef const map[X,Y].value_type *key_value
 *     cdef map[X,Y].const_iterator iter = s.begin()             # <<<<<<<<<<<<<<
 *     while iter != s.end():
 *         key_value = &cython.operator.dereference(iter)
 */
  __pyx_v_iter = __pyx_v_s.begin();

  /* "map.to_py":231
 *     cdef const map[X,Y].value_type *key_value
 *     cdef map[X,Y].const_iterator iter = s.begin()
 *     while iter != s.end():             # <<<<<<<<<<<<<<
 *         key_value = &cython.operator.dereference(iter)
 *         o[X_to_py(key_value.first)] = Y_to_py(key_value.second)
 */
  while (1) {
    __pyx_t_2 = ((__pyx_v_iter != __pyx_v_s.end()) != 0);
    if (!__pyx_t_2) break;

    /* "map.to_py":232
 *     cdef map[X,Y].const_iterator iter = s.begin()
 *     while iter != s.end():
 *         key_value = &cython.operator.dereference(iter)             # <<<<<<<<<<<<<<
 *         o[X_to_py(key_value.first)] = Y_to_py(key_value.second)
 *         cython.operator.preincrement(iter)
 */
    __pyx_v_key_value = (&(*__pyx_v_iter));

    /* "map.to_py":233
 *     while iter != s.end():
 *         key_value = &cython.operator.dereference(iter)
 *         o[X_to_py(key_value.first)] = Y_to_py(key_value.second)             # <<<<<<<<<<<<<<
 *         cython.operator.preincrement(iter)
 *     return o
 */
    __pyx_t_1 = __pyx_convert_vector_to_py_double(__pyx_v_key_value->second); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __pyx_convert_PyObject_string_to_py_std__in_string(__pyx_v_key_value->first); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (unlikely(PyDict_SetItem(__pyx_v_o, __pyx_t_3, __pyx_t_1) < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "map.to_py":234
 *         key_value = &cython.operator.dereference(iter)
 *         o[X_to_py(key_value.first)] = Y_to_py(key_value.second)
 *         cython.operator.preincrement(iter)             # <<<<<<<<<<<<<<
 *     return o
 */
    (++__pyx_v_iter);
  }

  /* "map.to_py":235
 *         o[X_to_py(key_value.first)] = Y_to_py(key_value.second)
 *         cython.operator.preincrement(iter)
 *     return o             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_o);
  __pyx_r = __pyx_v_o;
  goto __pyx_L0;

  /* "map.to_py":227
 * 
 * @cname("__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___")
 * cdef object __pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___(const map[X,Y]& s):             # <<<<<<<<<<<<<<
 *     o = {}
 *     cdef const map[X,Y].value_type *key_value
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("map.to_py.__pyx_convert_map_to_py_std_3a__3a_string____std_3a__3a_vector_3c_double_3e___", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_o);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data>  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_popgen_mut_data((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___(const std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data> >  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data_3e___", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_gamete_data>  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_gamete_data((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_gamete_data", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data>  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_data((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___(const std::vector<std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_data> >  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_data((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___")
 * cdef object __pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_std_3a__3a_vector_3c_struct____pyx_t_5fwdpy_5fwdpy_diploid_data_3e___", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data(const std::vector<struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data>  &__pyx_v_v) {
  size_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  size_t __pyx_t_2;
  size_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data", 0);

  /* "vector.to_py":68
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data(vector[X]& v):
 *     return [X_to_py(v[i]) for i in range(v.size())]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_v.size();
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_view_data((__pyx_v_v[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("vector.to_py.__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_poptype(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED 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;
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_poptype(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  (*Py_TYPE(o)->tp_free)(o);
}

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_poptype = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.poptype", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_poptype), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_poptype, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "\n    Empty base class for a population object.\n\n    Example derived types include :class:`fwdpy.fwdpy.singlepop` and :class:`fwdpy.fwdpy.metapop`\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*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_5fwdpy_5fwdpy_poptype, /*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 struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop __pyx_vtable_5fwdpy_5fwdpy_singlepop;

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_singlepop(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *p;
  PyObject *o = __pyx_tp_new_5fwdpy_5fwdpy_poptype(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)o);
  p->__pyx_vtab = __pyx_vtabptr_5fwdpy_5fwdpy_singlepop;
  new((void*)&(p->pop)) std::shared_ptr<fwdpy::singlepop_t> ();
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_singlepop(PyObject *o) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop *p = (struct __pyx_obj_5fwdpy_5fwdpy_singlepop *)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
  __Pyx_call_destructor(p->pop);
  __pyx_tp_dealloc_5fwdpy_5fwdpy_poptype(o);
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_singlepop[] = {
  {"__del__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_1__del__, METH_NOARGS, 0},
  {"gen", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_3gen, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_9singlepop_2gen},
  {"popsize", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_5popsize, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_9singlepop_4popsize},
  {"sane", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_7sane, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_9singlepop_6sane},
  {"clearTraj", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_9singlepop_9clearTraj, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_singlepop = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.singlepop", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_singlepop), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_singlepop, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "\n    Object representing data structures for single-deme simulations.\n\n    Users are not expected to construct these on their own.  Rather,\n    they should be working with :class:`popvec`.  This type exists as\n    the output of iterating through a :class:`popvec`.\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_singlepop, /*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_5fwdpy_5fwdpy_singlepop, /*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 struct __pyx_vtabstruct_5fwdpy_5fwdpy_metapop __pyx_vtable_5fwdpy_5fwdpy_metapop;

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_metapop(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *p;
  PyObject *o = __pyx_tp_new_5fwdpy_5fwdpy_poptype(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5fwdpy_5fwdpy_metapop *)o);
  p->__pyx_vtab = __pyx_vtabptr_5fwdpy_5fwdpy_metapop;
  new((void*)&(p->mpop)) std::shared_ptr<fwdpy::metapop_t> ();
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_metapop(PyObject *o) {
  struct __pyx_obj_5fwdpy_5fwdpy_metapop *p = (struct __pyx_obj_5fwdpy_5fwdpy_metapop *)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
  __Pyx_call_destructor(p->mpop);
  __pyx_tp_dealloc_5fwdpy_5fwdpy_poptype(o);
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_metapop[] = {
  {"__del__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_1__del__, METH_NOARGS, 0},
  {"gen", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_5gen, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_7metapop_4gen},
  {"popsizes", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_7popsizes, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_7metapop_6popsizes},
  {"sane", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7metapop_9sane, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_7metapop_8sane},
  {0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_metapop = {
  __pyx_pw_5fwdpy_5fwdpy_7metapop_3__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  0, /*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_metapop = {
  __pyx_pw_5fwdpy_5fwdpy_7metapop_3__len__, /*mp_length*/
  0, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_metapop = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.metapop", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_metapop), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_metapop, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_metapop, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_metapop, /*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*/
  "\n    Object representing data structures for single-deme simulations.\n\n    Users are not expected to construct these on their own.  Rather,\n    they should be working with :class:`mpopvec`.  This type exists as\n    the output of iterating through a :class:`mpopvec`.\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_metapop, /*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_5fwdpy_5fwdpy_metapop, /*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 struct __pyx_vtabstruct_5fwdpy_5fwdpy_singlepop_gm_vec __pyx_vtable_5fwdpy_5fwdpy_singlepop_gm_vec;

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_singlepop_gm_vec(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *p;
  PyObject *o = __pyx_tp_new_5fwdpy_5fwdpy_poptype(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)o);
  p->__pyx_vtab = __pyx_vtabptr_5fwdpy_5fwdpy_singlepop_gm_vec;
  new((void*)&(p->pop)) std::shared_ptr<fwdpy::singlepop_gm_vec_t> ();
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_singlepop_gm_vec(PyObject *o) {
  struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *p = (struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *)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
  __Pyx_call_destructor(p->pop);
  __pyx_tp_dealloc_5fwdpy_5fwdpy_poptype(o);
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_singlepop_gm_vec[] = {
  {"__del__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_1__del__, METH_NOARGS, 0},
  {"gen", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_3gen, METH_NOARGS, 0},
  {"popsize", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_5popsize, METH_NOARGS, 0},
  {"sane", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_16singlepop_gm_vec_7sane, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.singlepop_gm_vec", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_singlepop_gm_vec, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_singlepop_gm_vec, /*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_5fwdpy_5fwdpy_singlepop_gm_vec, /*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_5fwdpy_5fwdpy_popcont(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED 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;
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_popcont(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  (*Py_TYPE(o)->tp_free)(o);
}

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_popcont = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.popcont", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_popcont), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_popcont, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "\n    Empty base class for containers of population objects.\n\n    Example derived types include :class:`fwdpy.fwdpy.popvec` and :class:`fwdpy.fwdpy.mpopvec`\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*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_5fwdpy_5fwdpy_popcont, /*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 struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec __pyx_vtable_5fwdpy_5fwdpy_popvec;

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_popvec(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *p;
  PyObject *o = __pyx_tp_new_5fwdpy_5fwdpy_popcont(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec *)o);
  p->__pyx_vtab = __pyx_vtabptr_5fwdpy_5fwdpy_popvec;
  new((void*)&(p->pops)) std::vector<std::shared_ptr<fwdpy::singlepop_t> > ();
  p->pypops = Py_None; Py_INCREF(Py_None);
  if (unlikely(__pyx_pw_5fwdpy_5fwdpy_6popvec_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_popvec(PyObject *o) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *p = (struct __pyx_obj_5fwdpy_5fwdpy_popvec *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  __Pyx_call_destructor(p->pops);
  Py_CLEAR(p->pypops);
  #if CYTHON_COMPILING_IN_CPYTHON
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5fwdpy_5fwdpy_popcont(o);
}

static int __pyx_tp_traverse_5fwdpy_5fwdpy_popvec(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *p = (struct __pyx_obj_5fwdpy_5fwdpy_popvec *)o;
  e = ((likely(__pyx_ptype_5fwdpy_5fwdpy_popcont)) ? ((__pyx_ptype_5fwdpy_5fwdpy_popcont->tp_traverse) ? __pyx_ptype_5fwdpy_5fwdpy_popcont->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_5fwdpy_5fwdpy_popvec)); if (e) return e;
  if (p->pypops) {
    e = (*v)(p->pypops, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5fwdpy_5fwdpy_popvec(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec *p = (struct __pyx_obj_5fwdpy_5fwdpy_popvec *)o;
  if (likely(__pyx_ptype_5fwdpy_5fwdpy_popcont)) { if (__pyx_ptype_5fwdpy_5fwdpy_popcont->tp_clear) __pyx_ptype_5fwdpy_5fwdpy_popcont->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_5fwdpy_5fwdpy_popvec);
  tmp = ((PyObject*)p->pypops);
  p->pypops = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_5fwdpy_5fwdpy_popvec(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 PyObject *__pyx_getprop_5fwdpy_5fwdpy_6popvec_pypops(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_1__get__(o);
}

static int __pyx_setprop_5fwdpy_5fwdpy_6popvec_pypops(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_3__set__(o, v);
  }
  else {
    return __pyx_pw_5fwdpy_5fwdpy_6popvec_6pypops_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_popvec[] = {
  {"__next__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6popvec_5__next__, METH_NOARGS|METH_COEXIST, 0},
  {"__append_details__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6popvec_11__append_details__, METH_O, 0},
  {"append", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6popvec_13append, METH_O, __pyx_doc_5fwdpy_5fwdpy_6popvec_12append},
  {"size", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_6popvec_15size, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_6popvec_14size},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5fwdpy_5fwdpy_popvec[] = {
  {(char *)"pypops", __pyx_getprop_5fwdpy_5fwdpy_6popvec_pypops, __pyx_setprop_5fwdpy_5fwdpy_6popvec_pypops, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_popvec = {
  __pyx_pw_5fwdpy_5fwdpy_6popvec_9__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5fwdpy_5fwdpy_popvec, /*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_popvec = {
  __pyx_pw_5fwdpy_5fwdpy_6popvec_9__len__, /*mp_length*/
  __pyx_pw_5fwdpy_5fwdpy_6popvec_7__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_popvec = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.popvec", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_popvec), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_popvec, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_popvec, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_popvec, /*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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Vector of single-deme objects\n\n    Internally, the class contains both a C++ vector of populations and a list of populations.  These two containers\n    have pointers to the same objects.  This organization adds little overhead and makes a popvec iterable in the \"usual\"\n    Python way.\n\n    See :func:`evolve_pops_t` and :func:`evolve_regions` for use cases.\n    ", /*tp_doc*/
  __pyx_tp_traverse_5fwdpy_5fwdpy_popvec, /*tp_traverse*/
  __pyx_tp_clear_5fwdpy_5fwdpy_popvec, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_5fwdpy_5fwdpy_6popvec_3__iter__, /*tp_iter*/
  __pyx_pw_5fwdpy_5fwdpy_6popvec_5__next__, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_popvec, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5fwdpy_5fwdpy_popvec, /*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_5fwdpy_5fwdpy_popvec, /*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 struct __pyx_vtabstruct_5fwdpy_5fwdpy_popvec_gmv __pyx_vtable_5fwdpy_5fwdpy_popvec_gmv;

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_popvec_gmv(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *p;
  PyObject *o = __pyx_tp_new_5fwdpy_5fwdpy_popcont(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)o);
  p->__pyx_vtab = __pyx_vtabptr_5fwdpy_5fwdpy_popvec_gmv;
  new((void*)&(p->pops)) std::vector<std::shared_ptr<fwdpy::singlepop_gm_vec_t> > ();
  p->pypops = Py_None; Py_INCREF(Py_None);
  if (unlikely(__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_popvec_gmv(PyObject *o) {
  struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *p = (struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  __Pyx_call_destructor(p->pops);
  Py_CLEAR(p->pypops);
  #if CYTHON_COMPILING_IN_CPYTHON
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5fwdpy_5fwdpy_popcont(o);
}

static int __pyx_tp_traverse_5fwdpy_5fwdpy_popvec_gmv(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *p = (struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)o;
  e = ((likely(__pyx_ptype_5fwdpy_5fwdpy_popcont)) ? ((__pyx_ptype_5fwdpy_5fwdpy_popcont->tp_traverse) ? __pyx_ptype_5fwdpy_5fwdpy_popcont->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_5fwdpy_5fwdpy_popvec_gmv)); if (e) return e;
  if (p->pypops) {
    e = (*v)(p->pypops, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5fwdpy_5fwdpy_popvec_gmv(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *p = (struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *)o;
  if (likely(__pyx_ptype_5fwdpy_5fwdpy_popcont)) { if (__pyx_ptype_5fwdpy_5fwdpy_popcont->tp_clear) __pyx_ptype_5fwdpy_5fwdpy_popcont->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_5fwdpy_5fwdpy_popvec_gmv);
  tmp = ((PyObject*)p->pypops);
  p->pypops = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_5fwdpy_5fwdpy_popvec_gmv(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 PyObject *__pyx_getprop_5fwdpy_5fwdpy_10popvec_gmv_pypops(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_1__get__(o);
}

static int __pyx_setprop_5fwdpy_5fwdpy_10popvec_gmv_pypops(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_3__set__(o, v);
  }
  else {
    return __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_6pypops_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_popvec_gmv[] = {
  {"__next__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_5__next__, METH_NOARGS|METH_COEXIST, 0},
  {"size", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_11size, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_10popvec_gmv_10size},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5fwdpy_5fwdpy_popvec_gmv[] = {
  {(char *)"pypops", __pyx_getprop_5fwdpy_5fwdpy_10popvec_gmv_pypops, __pyx_setprop_5fwdpy_5fwdpy_10popvec_gmv_pypops, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_popvec_gmv = {
  __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_9__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5fwdpy_5fwdpy_popvec_gmv, /*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_popvec_gmv = {
  __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_9__len__, /*mp_length*/
  __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_7__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_popvec_gmv = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.popvec_gmv", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_popvec_gmv, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_popvec_gmv, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_popvec_gmv, /*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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5fwdpy_5fwdpy_popvec_gmv, /*tp_traverse*/
  __pyx_tp_clear_5fwdpy_5fwdpy_popvec_gmv, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_3__iter__, /*tp_iter*/
  __pyx_pw_5fwdpy_5fwdpy_10popvec_gmv_5__next__, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_popvec_gmv, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5fwdpy_5fwdpy_popvec_gmv, /*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_5fwdpy_5fwdpy_popvec_gmv, /*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 struct __pyx_vtabstruct_5fwdpy_5fwdpy_mpopvec __pyx_vtable_5fwdpy_5fwdpy_mpopvec;

static PyObject *__pyx_tp_new_5fwdpy_5fwdpy_mpopvec(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *p;
  PyObject *o = __pyx_tp_new_5fwdpy_5fwdpy_popcont(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)o);
  p->__pyx_vtab = __pyx_vtabptr_5fwdpy_5fwdpy_mpopvec;
  new((void*)&(p->mpops)) std::vector<std::shared_ptr<fwdpy::metapop_t> > ();
  p->pympops = Py_None; Py_INCREF(Py_None);
  if (unlikely(__pyx_pw_5fwdpy_5fwdpy_7mpopvec_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_mpopvec(PyObject *o) {
  struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *p = (struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  __Pyx_call_destructor(p->mpops);
  Py_CLEAR(p->pympops);
  #if CYTHON_COMPILING_IN_CPYTHON
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5fwdpy_5fwdpy_popcont(o);
}

static int __pyx_tp_traverse_5fwdpy_5fwdpy_mpopvec(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *p = (struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)o;
  e = ((likely(__pyx_ptype_5fwdpy_5fwdpy_popcont)) ? ((__pyx_ptype_5fwdpy_5fwdpy_popcont->tp_traverse) ? __pyx_ptype_5fwdpy_5fwdpy_popcont->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_5fwdpy_5fwdpy_mpopvec)); if (e) return e;
  if (p->pympops) {
    e = (*v)(p->pympops, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5fwdpy_5fwdpy_mpopvec(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *p = (struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *)o;
  if (likely(__pyx_ptype_5fwdpy_5fwdpy_popcont)) { if (__pyx_ptype_5fwdpy_5fwdpy_popcont->tp_clear) __pyx_ptype_5fwdpy_5fwdpy_popcont->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_5fwdpy_5fwdpy_mpopvec);
  tmp = ((PyObject*)p->pympops);
  p->pympops = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_5fwdpy_5fwdpy_mpopvec(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 PyObject *__pyx_getprop_5fwdpy_5fwdpy_7mpopvec_pympops(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_1__get__(o);
}

static int __pyx_setprop_5fwdpy_5fwdpy_7mpopvec_pympops(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_3__set__(o, v);
  }
  else {
    return __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7pympops_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_mpopvec[] = {
  {"__next__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7mpopvec_5__next__, METH_NOARGS|METH_COEXIST, 0},
  {"size", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7mpopvec_11size, METH_NOARGS, __pyx_doc_5fwdpy_5fwdpy_7mpopvec_10size},
  {"__append_details__", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7mpopvec_13__append_details__, METH_O, 0},
  {"append", (PyCFunction)__pyx_pw_5fwdpy_5fwdpy_7mpopvec_15append, METH_O, __pyx_doc_5fwdpy_5fwdpy_7mpopvec_14append},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5fwdpy_5fwdpy_mpopvec[] = {
  {(char *)"pympops", __pyx_getprop_5fwdpy_5fwdpy_7mpopvec_pympops, __pyx_setprop_5fwdpy_5fwdpy_7mpopvec_pympops, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_mpopvec = {
  __pyx_pw_5fwdpy_5fwdpy_7mpopvec_9__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5fwdpy_5fwdpy_mpopvec, /*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_mpopvec = {
  __pyx_pw_5fwdpy_5fwdpy_7mpopvec_9__len__, /*mp_length*/
  __pyx_pw_5fwdpy_5fwdpy_7mpopvec_7__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_mpopvec = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.mpopvec", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_mpopvec, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_mpopvec, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_mpopvec, /*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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Vector of metapopulation objects\n    ", /*tp_doc*/
  __pyx_tp_traverse_5fwdpy_5fwdpy_mpopvec, /*tp_traverse*/
  __pyx_tp_clear_5fwdpy_5fwdpy_mpopvec, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_5fwdpy_5fwdpy_7mpopvec_3__iter__, /*tp_iter*/
  __pyx_pw_5fwdpy_5fwdpy_7mpopvec_5__next__, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_mpopvec, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5fwdpy_5fwdpy_mpopvec, /*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_5fwdpy_5fwdpy_mpopvec, /*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_5fwdpy_5fwdpy_GSLrng(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_5fwdpy_5fwdpy_6GSLrng_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5fwdpy_5fwdpy_GSLrng(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_5fwdpy_5fwdpy_6GSLrng_3__dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  (*Py_TYPE(o)->tp_free)(o);
}

static PyMethodDef __pyx_methods_5fwdpy_5fwdpy_GSLrng[] = {
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5fwdpy_5fwdpy_GSLrng = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.GSLrng", /*tp_name*/
  sizeof(struct __pyx_obj_5fwdpy_5fwdpy_GSLrng), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5fwdpy_5fwdpy_GSLrng, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "\n    A wrapper around a random number generator (rng) \n    from the GNU Scientific Library (GSL).\n\n    The constructor takes a seed (int) as an argument.\n\n    Example:\n\n    >>> import fwdpy\n    >>> rng = fwdpy.GSLrng(100)\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5fwdpy_5fwdpy_GSLrng, /*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_5fwdpy_5fwdpy_GSLrng, /*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_array(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_array_obj *p;
  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;
  p = ((struct __pyx_array_obj *)o);
  p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);
  if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_array(PyObject *o) {
  struct __pyx_array_obj *p = (struct __pyx_array_obj *)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_array___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->mode);
  Py_CLEAR(p->_format);
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_array(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_array(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_array___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
  PyObject *v = PyObject_GenericGetAttr(o, n);
  if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {
    PyErr_Clear();
    v = __pyx_array___getattr__(o, n);
  }
  return v;
}

static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
  return get_memview(o);
}

static PyMethodDef __pyx_methods_array[] = {
  {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_array[] = {
  {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_array = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_array, /*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_array = {
  0, /*mp_length*/
  __pyx_array___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_array = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_array_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_array = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  __pyx_tp_getattro_array, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_array, /*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_array, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_array, /*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_array, /*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_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_MemviewEnum_obj *p;
  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;
  p = ((struct __pyx_MemviewEnum_obj *)o);
  p->name = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_Enum(PyObject *o) {
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->name);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_Enum(PyObject *o) {
  PyObject* tmp;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_Enum[] = {
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_MemviewEnum___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_Enum, /*tp_traverse*/
  __pyx_tp_clear_Enum, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_Enum, /*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*/
  __pyx_MemviewEnum___init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_Enum, /*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 struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryview_obj *p;
  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;
  p = ((struct __pyx_memoryview_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_memoryview;
  p->obj = Py_None; Py_INCREF(Py_None);
  p->_size = Py_None; Py_INCREF(Py_None);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  p->view.obj = NULL;
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_memoryview(PyObject *o) {
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryview___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->obj);
  Py_CLEAR(p->_size);
  Py_CLEAR(p->_array_interface);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  if (p->obj) {
    e = (*v)(p->obj, a); if (e) return e;
  }
  if (p->_size) {
    e = (*v)(p->_size, a); if (e) return e;
  }
  if (p->_array_interface) {
    e = (*v)(p->_array_interface, a); if (e) return e;
  }
  if (p->view.obj) {
    e = (*v)(p->view.obj, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_memoryview(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  tmp = ((PyObject*)p->obj);
  p->obj = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_size);
  p->_size = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_array_interface);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  Py_CLEAR(p->view.obj);
  return 0;
}
static PyObject *__pyx_sq_item_memoryview(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_memoryview(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_memoryview___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_transpose(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview__get__base(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_shape(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_strides(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_suboffsets(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_ndim(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_itemsize(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_nbytes(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_size(o);
}

static PyMethodDef __pyx_methods_memoryview[] = {
  {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},
  {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},
  {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},
  {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_memoryview[] = {
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0},
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0},
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0},
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0},
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0},
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0},
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0},
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0},
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_memoryview = {
  __pyx_memoryview___len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_memoryview, /*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_memoryview = {
  __pyx_memoryview___len__, /*mp_length*/
  __pyx_memoryview___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_memoryview = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy.memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_memoryview___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_memoryview___str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_memoryview, /*tp_traverse*/
  __pyx_tp_clear_memoryview, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_memoryview, /*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_memoryview, /*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 struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryviewslice_obj *p;
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryviewslice_obj *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;
  p->from_object = Py_None; Py_INCREF(Py_None);
  p->from_slice.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryviewslice___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->from_object);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_memoryview(o);
}

static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;
  if (p->from_object) {
    e = (*v)(p->from_object, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear__memoryviewslice(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  __pyx_tp_clear_memoryview(o);
  tmp = ((PyObject*)p->from_object);
  p->from_object = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  __PYX_XDEC_MEMVIEW(&p->from_slice, 1);
  return 0;
}

static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryviewslice__get__base(o);
}

static PyMethodDef __pyx_methods__memoryviewslice[] = {
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets__memoryviewslice[] = {
  {(char *)"base", __pyx_getprop___pyx_memoryviewslice_base, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_memoryviewslice = {
  PyVarObject_HEAD_INIT(0, 0)
  "fwdpy.fwdpy._memoryviewslice", /*tp_name*/
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___str__, /*tp_str*/
  #else
  0, /*tp_str*/
  #endif
  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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Internal class for passing memoryview slices to Python", /*tp_doc*/
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods__memoryviewslice, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets__memoryviewslice, /*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__memoryviewslice, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyMethodDef __pyx_methods[] = {
  {0, 0, 0, 0}
};

#if PY_MAJOR_VERSION >= 3
static struct PyModuleDef __pyx_moduledef = {
  #if PY_VERSION_HEX < 0x03020000
    { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
  #else
    PyModuleDef_HEAD_INIT,
  #endif
    "fwdpy",
    0, /* m_doc */
    -1, /* m_size */
    __pyx_methods /* m_methods */,
    NULL, /* m_reload */
    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
#endif

static __Pyx_StringTabEntry __pyx_string_tab[] = {
  {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0},
  {&__pyx_kp_s_9f, __pyx_k_9f, sizeof(__pyx_k_9f), 0, 0, 1, 0},
  {&__pyx_n_s_ASCII, __pyx_k_ASCII, sizeof(__pyx_k_ASCII), 0, 0, 1, 1},
  {&__pyx_kp_s_Buffer_view_does_not_expose_stri, __pyx_k_Buffer_view_does_not_expose_stri, sizeof(__pyx_k_Buffer_view_does_not_expose_stri), 0, 0, 1, 0},
  {&__pyx_kp_s_Can_only_create_a_buffer_that_is, __pyx_k_Can_only_create_a_buffer_that_is, sizeof(__pyx_k_Can_only_create_a_buffer_that_is), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_index_with_type_s, __pyx_k_Cannot_index_with_type_s, sizeof(__pyx_k_Cannot_index_with_type_s), 0, 0, 1, 0},
  {&__pyx_n_s_ConstantS, __pyx_k_ConstantS, sizeof(__pyx_k_ConstantS), 0, 0, 1, 1},
  {&__pyx_n_s_ConstantS___init, __pyx_k_ConstantS___init, sizeof(__pyx_k_ConstantS___init), 0, 0, 1, 1},
  {&__pyx_kp_u_ConstantS___init___line_183, __pyx_k_ConstantS___init___line_183, sizeof(__pyx_k_ConstantS___init___line_183), 0, 1, 0, 0},
  {&__pyx_n_s_ConstantS___str, __pyx_k_ConstantS___str, sizeof(__pyx_k_ConstantS___str), 0, 0, 1, 1},
  {&__pyx_kp_s_Constant_fixed_selection_coeffi, __pyx_k_Constant_fixed_selection_coeffi, sizeof(__pyx_k_Constant_fixed_selection_coeffi), 0, 0, 1, 0},
  {&__pyx_kp_s_Constant_s_DFE_s, __pyx_k_Constant_s_DFE_s, sizeof(__pyx_k_Constant_s_DFE_s), 0, 0, 1, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin, __pyx_k_Constructor_param_beg_the_begin, sizeof(__pyx_k_Constructor_param_beg_the_begin), 0, 1, 0, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin_2, __pyx_k_Constructor_param_beg_the_begin_2, sizeof(__pyx_k_Constructor_param_beg_the_begin_2), 0, 1, 0, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin_3, __pyx_k_Constructor_param_beg_the_begin_3, sizeof(__pyx_k_Constructor_param_beg_the_begin_3), 0, 1, 0, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin_4, __pyx_k_Constructor_param_beg_the_begin_4, sizeof(__pyx_k_Constructor_param_beg_the_begin_4), 0, 1, 0, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin_5, __pyx_k_Constructor_param_beg_the_begin_5, sizeof(__pyx_k_Constructor_param_beg_the_begin_5), 0, 1, 0, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin_6, __pyx_k_Constructor_param_beg_the_begin_6, sizeof(__pyx_k_Constructor_param_beg_the_begin_6), 0, 1, 0, 0},
  {&__pyx_kp_u_Constructor_param_beg_the_begin_7, __pyx_k_Constructor_param_beg_the_begin_7, sizeof(__pyx_k_Constructor_param_beg_the_begin_7), 0, 1, 0, 0},
  {&__pyx_kp_u_Continute_to_evolve_a_region_wi, __pyx_k_Continute_to_evolve_a_region_wi, sizeof(__pyx_k_Continute_to_evolve_a_region_wi), 0, 1, 0, 0},
  {&__pyx_kp_u_Convenience_wrapper_around_func, __pyx_k_Convenience_wrapper_around_func, sizeof(__pyx_k_Convenience_wrapper_around_func), 0, 1, 0, 0},
  {&__pyx_kp_u_Convenience_wrapper_around_func_2, __pyx_k_Convenience_wrapper_around_func_2, sizeof(__pyx_k_Convenience_wrapper_around_func_2), 0, 1, 0, 0},
  {&__pyx_n_s_DataFrame, __pyx_k_DataFrame, sizeof(__pyx_k_DataFrame), 0, 0, 1, 1},
  {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1},
  {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0},
  {&__pyx_kp_u_Evolve_a_region_with_variable_m, __pyx_k_Evolve_a_region_with_variable_m, sizeof(__pyx_k_Evolve_a_region_with_variable_m), 0, 1, 0, 0},
  {&__pyx_n_s_ExpS, __pyx_k_ExpS, sizeof(__pyx_k_ExpS), 0, 0, 1, 1},
  {&__pyx_n_s_ExpS___init, __pyx_k_ExpS___init, sizeof(__pyx_k_ExpS___init), 0, 0, 1, 1},
  {&__pyx_kp_u_ExpS___init___line_276, __pyx_k_ExpS___init___line_276, sizeof(__pyx_k_ExpS___init___line_276), 0, 1, 0, 0},
  {&__pyx_n_s_ExpS___str, __pyx_k_ExpS___str, sizeof(__pyx_k_ExpS___str), 0, 0, 1, 1},
  {&__pyx_kp_s_Exponential_DFE_mean, __pyx_k_Exponential_DFE_mean, sizeof(__pyx_k_Exponential_DFE_mean), 0, 0, 1, 0},
  {&__pyx_kp_s_Exponential_distribution_on_sel, __pyx_k_Exponential_distribution_on_sel, sizeof(__pyx_k_Exponential_distribution_on_sel), 0, 0, 1, 0},
  {&__pyx_n_s_GSL, __pyx_k_GSL, sizeof(__pyx_k_GSL), 0, 0, 1, 1},
  {&__pyx_n_s_GammaS, __pyx_k_GammaS, sizeof(__pyx_k_GammaS), 0, 0, 1, 1},
  {&__pyx_n_s_GammaS___init, __pyx_k_GammaS___init, sizeof(__pyx_k_GammaS___init), 0, 0, 1, 1},
  {&__pyx_kp_u_GammaS___init___line_135, __pyx_k_GammaS___init___line_135, sizeof(__pyx_k_GammaS___init___line_135), 0, 1, 0, 0},
  {&__pyx_n_s_GammaS___str, __pyx_k_GammaS___str, sizeof(__pyx_k_GammaS___str), 0, 0, 1, 1},
  {&__pyx_kp_s_Gamma_DFE_mean, __pyx_k_Gamma_DFE_mean, sizeof(__pyx_k_Gamma_DFE_mean), 0, 0, 1, 0},
  {&__pyx_kp_s_Gamma_distribution_of_fitness_e, __pyx_k_Gamma_distribution_of_fitness_e, sizeof(__pyx_k_Gamma_distribution_of_fitness_e), 0, 0, 1, 0},
  {&__pyx_n_s_GaussianS, __pyx_k_GaussianS, sizeof(__pyx_k_GaussianS), 0, 0, 1, 1},
  {&__pyx_n_s_GaussianS___init, __pyx_k_GaussianS___init, sizeof(__pyx_k_GaussianS___init), 0, 0, 1, 1},
  {&__pyx_kp_u_GaussianS___init___line_321, __pyx_k_GaussianS___init___line_321, sizeof(__pyx_k_GaussianS___init___line_321), 0, 1, 0, 0},
  {&__pyx_n_s_GaussianS___str, __pyx_k_GaussianS___str, sizeof(__pyx_k_GaussianS___str), 0, 0, 1, 1},
  {&__pyx_kp_s_Gaussian_DFE_s_d, __pyx_k_Gaussian_DFE_s_d, sizeof(__pyx_k_Gaussian_DFE_s_d), 0, 0, 1, 0},
  {&__pyx_kp_s_Gaussian_distribution_on_select, __pyx_k_Gaussian_distribution_on_select, sizeof(__pyx_k_Gaussian_distribution_on_select), 0, 0, 1, 0},
  {&__pyx_kp_u_Get_additional_details_for_popu, __pyx_k_Get_additional_details_for_popu, sizeof(__pyx_k_Get_additional_details_for_popu), 0, 1, 0, 0},
  {&__pyx_kp_u_Get_detailed_list_of_a_set_of_d, __pyx_k_Get_detailed_list_of_a_set_of_d, sizeof(__pyx_k_Get_detailed_list_of_a_set_of_d), 0, 1, 0, 0},
  {&__pyx_kp_u_Get_detailed_list_of_all_gamete, __pyx_k_Get_detailed_list_of_all_gamete, sizeof(__pyx_k_Get_detailed_list_of_all_gamete), 0, 1, 0, 0},
  {&__pyx_kp_u_Get_detailed_list_of_all_mutati, __pyx_k_Get_detailed_list_of_all_mutati, sizeof(__pyx_k_Get_detailed_list_of_all_mutati), 0, 1, 0, 0},
  {&__pyx_kp_u_Get_mutation_frequencies_param, __pyx_k_Get_mutation_frequencies_param, sizeof(__pyx_k_Get_mutation_frequencies_param), 0, 1, 0, 0},
  {&__pyx_kp_u_Get_the_frequency_trajectories, __pyx_k_Get_the_frequency_trajectories, sizeof(__pyx_k_Get_the_frequency_trajectories), 0, 1, 0, 0},
  {&__pyx_kp_u_Get_the_number_of_derived_mutat, __pyx_k_Get_the_number_of_derived_mutat, sizeof(__pyx_k_Get_the_number_of_derived_mutat), 0, 1, 0, 0},
  {&__pyx_n_s_IOError, __pyx_k_IOError, sizeof(__pyx_k_IOError), 0, 0, 1, 1},
  {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1},
  {&__pyx_kp_s_Indirect_dimensions_not_supporte, __pyx_k_Indirect_dimensions_not_supporte, sizeof(__pyx_k_Indirect_dimensions_not_supporte), 0, 0, 1, 0},
  {&__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_k_Invalid_mode_expected_c_or_fortr, sizeof(__pyx_k_Invalid_mode_expected_c_or_fortr), 0, 0, 1, 0},
  {&__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_k_Invalid_shape_in_axis_d_d, sizeof(__pyx_k_Invalid_shape_in_axis_d_d), 0, 0, 1, 0},
  {&__pyx_n_s_MemoryError, __pyx_k_MemoryError, sizeof(__pyx_k_MemoryError), 0, 0, 1, 1},
  {&__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_k_MemoryView_of_r_at_0x_x, sizeof(__pyx_k_MemoryView_of_r_at_0x_x), 0, 0, 1, 0},
  {&__pyx_kp_s_MemoryView_of_r_object, __pyx_k_MemoryView_of_r_object, sizeof(__pyx_k_MemoryView_of_r_object), 0, 0, 1, 0},
  {&__pyx_n_s_N, __pyx_k_N, sizeof(__pyx_k_N), 0, 0, 1, 1},
  {&__pyx_n_s_NP, __pyx_k_NP, sizeof(__pyx_k_NP), 0, 0, 1, 1},
  {&__pyx_n_s_Ns, __pyx_k_Ns, sizeof(__pyx_k_Ns), 0, 0, 1, 1},
  {&__pyx_n_b_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 0, 1},
  {&__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_k_Out_of_bounds_on_buffer_access_a, sizeof(__pyx_k_Out_of_bounds_on_buffer_access_a), 0, 0, 1, 0},
  {&__pyx_n_s_Region, __pyx_k_Region, sizeof(__pyx_k_Region), 0, 0, 1, 1},
  {&__pyx_n_s_Region___init, __pyx_k_Region___init, sizeof(__pyx_k_Region___init), 0, 0, 1, 1},
  {&__pyx_kp_u_Region___init___line_19, __pyx_k_Region___init___line_19, sizeof(__pyx_k_Region___init___line_19), 0, 1, 0, 0},
  {&__pyx_n_s_Region___str, __pyx_k_Region___str, sizeof(__pyx_k_Region___str), 0, 0, 1, 1},
  {&__pyx_kp_u_Remove_low_frequency_variants_f, __pyx_k_Remove_low_frequency_variants_f, sizeof(__pyx_k_Remove_low_frequency_variants_f), 0, 1, 0, 0},
  {&__pyx_kp_s_Representation_of_a_region_in_a, __pyx_k_Representation_of_a_region_in_a, sizeof(__pyx_k_Representation_of_a_region_in_a), 0, 0, 1, 0},
  {&__pyx_kp_s_Representation_of_a_region_in_a_2, __pyx_k_Representation_of_a_region_in_a_2, sizeof(__pyx_k_Representation_of_a_region_in_a_2), 0, 0, 1, 0},
  {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1},
  {&__pyx_kp_u_Simulate_populations_under_idea, __pyx_k_Simulate_populations_under_idea, sizeof(__pyx_k_Simulate_populations_under_idea), 0, 1, 0, 0},
  {&__pyx_n_s_Sregion, __pyx_k_Sregion, sizeof(__pyx_k_Sregion), 0, 0, 1, 1},
  {&__pyx_n_s_Sregion___init, __pyx_k_Sregion___init, sizeof(__pyx_k_Sregion___init), 0, 0, 1, 1},
  {&__pyx_kp_u_Sregion___init___line_89, __pyx_k_Sregion___init___line_89, sizeof(__pyx_k_Sregion___init___line_89), 0, 1, 0, 0},
  {&__pyx_n_s_Sregion___str, __pyx_k_Sregion___str, sizeof(__pyx_k_Sregion___str), 0, 0, 1, 1},
  {&__pyx_kp_u_Take_a_sample_from_a_set_of_sim, __pyx_k_Take_a_sample_from_a_set_of_sim, sizeof(__pyx_k_Take_a_sample_from_a_set_of_sim), 0, 1, 0, 0},
  {&__pyx_kp_u_Take_a_sample_from_a_set_of_sim_2, __pyx_k_Take_a_sample_from_a_set_of_sim_2, sizeof(__pyx_k_Take_a_sample_from_a_set_of_sim_2), 0, 1, 0, 0},
  {&__pyx_kp_u_Take_the_output_of_a_single_dem, __pyx_k_Take_the_output_of_a_single_dem, sizeof(__pyx_k_Take_the_output_of_a_single_dem), 0, 1, 0, 0},
  {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1},
  {&__pyx_kp_s_Unable_to_convert_item_to_object, __pyx_k_Unable_to_convert_item_to_object, sizeof(__pyx_k_Unable_to_convert_item_to_object), 0, 0, 1, 0},
  {&__pyx_n_s_UniformS, __pyx_k_UniformS, sizeof(__pyx_k_UniformS), 0, 0, 1, 1},
  {&__pyx_n_s_UniformS___init, __pyx_k_UniformS___init, sizeof(__pyx_k_UniformS___init), 0, 0, 1, 1},
  {&__pyx_kp_u_UniformS___init___line_227, __pyx_k_UniformS___init___line_227, sizeof(__pyx_k_UniformS___init___line_227), 0, 1, 0, 0},
  {&__pyx_n_s_UniformS___str, __pyx_k_UniformS___str, sizeof(__pyx_k_UniformS___str), 0, 0, 1, 1},
  {&__pyx_kp_s_Uniform_distribution_on_selecti, __pyx_k_Uniform_distribution_on_selecti, sizeof(__pyx_k_Uniform_distribution_on_selecti), 0, 0, 1, 0},
  {&__pyx_kp_s_Uniform_s_DFE_lo, __pyx_k_Uniform_s_DFE_lo, sizeof(__pyx_k_Uniform_s_DFE_lo), 0, 0, 1, 0},
  {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1},
  {&__pyx_kp_s__32, __pyx_k__32, sizeof(__pyx_k__32), 0, 0, 1, 0},
  {&__pyx_kp_s__47, __pyx_k__47, sizeof(__pyx_k__47), 0, 0, 1, 0},
  {&__pyx_n_s_a, __pyx_k_a, sizeof(__pyx_k_a), 0, 0, 1, 1},
  {&__pyx_n_s_allgams, __pyx_k_allgams, sizeof(__pyx_k_allgams), 0, 0, 1, 1},
  {&__pyx_n_s_allmuts, __pyx_k_allmuts, sizeof(__pyx_k_allmuts), 0, 0, 1, 1},
  {&__pyx_n_s_allocate_buffer, __pyx_k_allocate_buffer, sizeof(__pyx_k_allocate_buffer), 0, 0, 1, 1},
  {&__pyx_n_s_ancestral, __pyx_k_ancestral, sizeof(__pyx_k_ancestral), 0, 0, 1, 1},
  {&__pyx_n_s_append, __pyx_k_append, sizeof(__pyx_k_append), 0, 0, 1, 1},
  {&__pyx_n_s_append_details, __pyx_k_append_details, sizeof(__pyx_k_append_details), 0, 0, 1, 1},
  {&__pyx_n_s_b, __pyx_k_b, sizeof(__pyx_k_b), 0, 0, 1, 1},
  {&__pyx_n_s_base, __pyx_k_base, sizeof(__pyx_k_base), 0, 0, 1, 1},
  {&__pyx_n_s_beg, __pyx_k_beg, sizeof(__pyx_k_beg), 0, 0, 1, 1},
  {&__pyx_kp_s_beg_2, __pyx_k_beg_2, sizeof(__pyx_k_beg_2), 0, 0, 1, 0},
  {&__pyx_n_s_bstr, __pyx_k_bstr, sizeof(__pyx_k_bstr), 0, 0, 1, 1},
  {&__pyx_kp_s_but_deme, __pyx_k_but_deme, sizeof(__pyx_k_but_deme), 0, 0, 1, 0},
  {&__pyx_n_s_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 0, 1, 1},
  {&__pyx_n_u_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 1, 0, 1},
  {&__pyx_n_s_chrom, __pyx_k_chrom, sizeof(__pyx_k_chrom), 0, 0, 1, 1},
  {&__pyx_n_s_chrom0, __pyx_k_chrom0, sizeof(__pyx_k_chrom0), 0, 0, 1, 1},
  {&__pyx_n_s_chrom1, __pyx_k_chrom1, sizeof(__pyx_k_chrom1), 0, 0, 1, 1},
  {&__pyx_n_s_class, __pyx_k_class, sizeof(__pyx_k_class), 0, 0, 1, 1},
  {&__pyx_n_s_clearTraj, __pyx_k_clearTraj, sizeof(__pyx_k_clearTraj), 0, 0, 1, 1},
  {&__pyx_n_s_close, __pyx_k_close, sizeof(__pyx_k_close), 0, 0, 1, 1},
  {&__pyx_n_s_concat, __pyx_k_concat, sizeof(__pyx_k_concat), 0, 0, 1, 1},
  {&__pyx_kp_s_contiguous_and_direct, __pyx_k_contiguous_and_direct, sizeof(__pyx_k_contiguous_and_direct), 0, 0, 1, 0},
  {&__pyx_kp_s_contiguous_and_indirect, __pyx_k_contiguous_and_indirect, sizeof(__pyx_k_contiguous_and_indirect), 0, 0, 1, 0},
  {&__pyx_n_s_copypop, __pyx_k_copypop, sizeof(__pyx_k_copypop), 0, 0, 1, 1},
  {&__pyx_n_s_copypops, __pyx_k_copypops, sizeof(__pyx_k_copypops), 0, 0, 1, 1},
  {&__pyx_n_s_count, __pyx_k_count, sizeof(__pyx_k_count), 0, 0, 1, 1},
  {&__pyx_n_s_coupled, __pyx_k_coupled, sizeof(__pyx_k_coupled), 0, 0, 1, 1},
  {&__pyx_n_s_deme, __pyx_k_deme, sizeof(__pyx_k_deme), 0, 0, 1, 1},
  {&__pyx_kp_s_deme_may_not_be_set_to_None_when, __pyx_k_deme_may_not_be_set_to_None_when, sizeof(__pyx_k_deme_may_not_be_set_to_None_when), 0, 0, 1, 0},
  {&__pyx_n_s_deps, __pyx_k_deps, sizeof(__pyx_k_deps), 0, 0, 1, 1},
  {&__pyx_n_s_derived, __pyx_k_derived, sizeof(__pyx_k_derived), 0, 0, 1, 1},
  {&__pyx_n_s_deserialize_metapops, __pyx_k_deserialize_metapops, sizeof(__pyx_k_deserialize_metapops), 0, 0, 1, 1},
  {&__pyx_n_s_deserialize_singlepops, __pyx_k_deserialize_singlepops, sizeof(__pyx_k_deserialize_singlepops), 0, 0, 1, 1},
  {&__pyx_n_s_dfreq, __pyx_k_dfreq, sizeof(__pyx_k_dfreq), 0, 0, 1, 1},
  {&__pyx_n_s_dip, __pyx_k_dip, sizeof(__pyx_k_dip), 0, 0, 1, 1},
  {&__pyx_n_s_diploid_view_to_sample, __pyx_k_diploid_view_to_sample, sizeof(__pyx_k_diploid_view_to_sample), 0, 0, 1, 1},
  {&__pyx_kp_s_diploid_view_to_sample_fill_cont, __pyx_k_diploid_view_to_sample_fill_cont, sizeof(__pyx_k_diploid_view_to_sample_fill_cont), 0, 0, 1, 0},
  {&__pyx_kp_s_diploid_view_to_sample_fill_cont_2, __pyx_k_diploid_view_to_sample_fill_cont_2, sizeof(__pyx_k_diploid_view_to_sample_fill_cont_2), 0, 0, 1, 0},
  {&__pyx_kp_s_diploid_view_to_sample_fill_cont_3, __pyx_k_diploid_view_to_sample_fill_cont_3, sizeof(__pyx_k_diploid_view_to_sample_fill_cont_3), 0, 0, 1, 0},
  {&__pyx_kp_s_diploid_view_unequal_container_s, __pyx_k_diploid_view_unequal_container_s, sizeof(__pyx_k_diploid_view_unequal_container_s), 0, 0, 1, 0},
  {&__pyx_kp_s_diploid_view_unequal_container_s_2, __pyx_k_diploid_view_unequal_container_s_2, sizeof(__pyx_k_diploid_view_unequal_container_s_2), 0, 0, 1, 0},
  {&__pyx_n_s_doc, __pyx_k_doc, sizeof(__pyx_k_doc), 0, 0, 1, 1},
  {&__pyx_kp_s_does_not_appear_to_be_a_regular, __pyx_k_does_not_appear_to_be_a_regular, sizeof(__pyx_k_does_not_appear_to_be_a_regular), 0, 0, 1, 0},
  {&__pyx_kp_s_does_not_appear_to_be_a_slim_in, __pyx_k_does_not_appear_to_be_a_slim_in, sizeof(__pyx_k_does_not_appear_to_be_a_slim_in), 0, 0, 1, 0},
  {&__pyx_n_s_dtype_is_object, __pyx_k_dtype_is_object, sizeof(__pyx_k_dtype_is_object), 0, 0, 1, 1},
  {&__pyx_n_s_dummy, __pyx_k_dummy, sizeof(__pyx_k_dummy), 0, 0, 1, 1},
  {&__pyx_n_s_e, __pyx_k_e, sizeof(__pyx_k_e), 0, 0, 1, 1},
  {&__pyx_n_s_encode, __pyx_k_encode, sizeof(__pyx_k_encode), 0, 0, 1, 1},
  {&__pyx_n_s_end, __pyx_k_end, sizeof(__pyx_k_end), 0, 0, 1, 1},
  {&__pyx_kp_s_end_2, __pyx_k_end_2, sizeof(__pyx_k_end_2), 0, 0, 1, 0},
  {&__pyx_n_s_enumerate, __pyx_k_enumerate, sizeof(__pyx_k_enumerate), 0, 0, 1, 1},
  {&__pyx_n_s_error, __pyx_k_error, sizeof(__pyx_k_error), 0, 0, 1, 1},
  {&__pyx_n_s_estr, __pyx_k_estr, sizeof(__pyx_k_estr), 0, 0, 1, 1},
  {&__pyx_n_s_evolve_pops_more_t, __pyx_k_evolve_pops_more_t, sizeof(__pyx_k_evolve_pops_more_t), 0, 0, 1, 1},
  {&__pyx_n_s_evolve_pops_t, __pyx_k_evolve_pops_t, sizeof(__pyx_k_evolve_pops_t), 0, 0, 1, 1},
  {&__pyx_kp_u_evolve_pops_t_line_1, __pyx_k_evolve_pops_t_line_1, sizeof(__pyx_k_evolve_pops_t_line_1), 0, 1, 0, 0},
  {&__pyx_n_s_evolve_regions, __pyx_k_evolve_regions, sizeof(__pyx_k_evolve_regions), 0, 0, 1, 1},
  {&__pyx_kp_u_evolve_regions_line_57, __pyx_k_evolve_regions_line_57, sizeof(__pyx_k_evolve_regions_line_57), 0, 1, 0, 0},
  {&__pyx_n_s_evolve_regions_more, __pyx_k_evolve_regions_more, sizeof(__pyx_k_evolve_regions_more), 0, 0, 1, 1},
  {&__pyx_kp_u_evolve_regions_more_line_135, __pyx_k_evolve_regions_more_line_135, sizeof(__pyx_k_evolve_regions_more_line_135), 0, 1, 0, 0},
  {&__pyx_n_s_evolve_regions_split, __pyx_k_evolve_regions_split, sizeof(__pyx_k_evolve_regions_split), 0, 0, 1, 1},
  {&__pyx_kp_u_evolve_regions_split_line_197, __pyx_k_evolve_regions_split_line_197, sizeof(__pyx_k_evolve_regions_split_line_197), 0, 1, 0, 0},
  {&__pyx_n_s_f, __pyx_k_f, sizeof(__pyx_k_f), 0, 0, 1, 1},
  {&__pyx_kp_s_f_0_will_be_treated_as_0, __pyx_k_f_0_will_be_treated_as_0, sizeof(__pyx_k_f_0_will_be_treated_as_0), 0, 0, 1, 0},
  {&__pyx_kp_s_f_i_0_will_be_treated_as_0, __pyx_k_f_i_0_will_be_treated_as_0, sizeof(__pyx_k_f_i_0_will_be_treated_as_0), 0, 0, 1, 0},
  {&__pyx_n_s_filename, __pyx_k_filename, sizeof(__pyx_k_filename), 0, 0, 1, 1},
  {&__pyx_n_s_fitness, __pyx_k_fitness, sizeof(__pyx_k_fitness), 0, 0, 1, 1},
  {&__pyx_n_s_flags, __pyx_k_flags, sizeof(__pyx_k_flags), 0, 0, 1, 1},
  {&__pyx_n_s_format, __pyx_k_format, sizeof(__pyx_k_format), 0, 0, 1, 1},
  {&__pyx_n_s_fortran, __pyx_k_fortran, sizeof(__pyx_k_fortran), 0, 0, 1, 1},
  {&__pyx_n_u_fortran, __pyx_k_fortran, sizeof(__pyx_k_fortran), 0, 1, 0, 1},
  {&__pyx_n_s_fpio, __pyx_k_fpio, sizeof(__pyx_k_fpio), 0, 0, 1, 1},
  {&__pyx_n_s_freqfilter, __pyx_k_freqfilter, sizeof(__pyx_k_freqfilter), 0, 0, 1, 1},
  {&__pyx_kp_u_freqfilter_line_209, __pyx_k_freqfilter_line_209, sizeof(__pyx_k_freqfilter_line_209), 0, 1, 0, 0},
  {&__pyx_n_s_from_dict, __pyx_k_from_dict, sizeof(__pyx_k_from_dict), 0, 0, 1, 1},
  {&__pyx_n_s_fs, __pyx_k_fs, sizeof(__pyx_k_fs), 0, 0, 1, 1},
  {&__pyx_kp_s_fwdp_ExpS_mean_not_finite, __pyx_k_fwdp_ExpS_mean_not_finite, sizeof(__pyx_k_fwdp_ExpS_mean_not_finite), 0, 0, 1, 0},
  {&__pyx_n_s_fwdpp, __pyx_k_fwdpp, sizeof(__pyx_k_fwdpp), 0, 0, 1, 1},
  {&__pyx_n_s_fwdpy, __pyx_k_fwdpy, sizeof(__pyx_k_fwdpy), 0, 0, 1, 1},
  {&__pyx_kp_s_fwdpy_ConstantS_s_not_a_number, __pyx_k_fwdpy_ConstantS_s_not_a_number, sizeof(__pyx_k_fwdpy_ConstantS_s_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_ConstantS_s_not_finite, __pyx_k_fwdpy_ConstantS_s_not_finite, sizeof(__pyx_k_fwdpy_ConstantS_s_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_ExpS_mean_not_a_number, __pyx_k_fwdpy_ExpS_mean_not_a_number, sizeof(__pyx_k_fwdpy_ExpS_mean_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_GammaS_mean_not_a_number, __pyx_k_fwdpy_GammaS_mean_not_a_number, sizeof(__pyx_k_fwdpy_GammaS_mean_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_GammaS_mean_not_finite, __pyx_k_fwdpy_GammaS_mean_not_finite, sizeof(__pyx_k_fwdpy_GammaS_mean_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_GammaS_shape_not_a_number, __pyx_k_fwdpy_GammaS_shape_not_a_number, sizeof(__pyx_k_fwdpy_GammaS_shape_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_GammaS_shape_not_finite, __pyx_k_fwdpy_GammaS_shape_not_finite, sizeof(__pyx_k_fwdpy_GammaS_shape_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_GaussianS_sd_not_a_number, __pyx_k_fwdpy_GaussianS_sd_not_a_number, sizeof(__pyx_k_fwdpy_GaussianS_sd_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_GaussianS_sd_not_finite, __pyx_k_fwdpy_GaussianS_sd_not_finite, sizeof(__pyx_k_fwdpy_GaussianS_sd_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_beg_not_a_number, __pyx_k_fwdpy_Region_beg_not_a_number, sizeof(__pyx_k_fwdpy_Region_beg_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_beg_not_finite, __pyx_k_fwdpy_Region_beg_not_finite, sizeof(__pyx_k_fwdpy_Region_beg_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_end_not_a_number, __pyx_k_fwdpy_Region_end_not_a_number, sizeof(__pyx_k_fwdpy_Region_end_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_end_not_finite, __pyx_k_fwdpy_Region_end_not_finite, sizeof(__pyx_k_fwdpy_Region_end_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_weight_0_0, __pyx_k_fwdpy_Region_weight_0_0, sizeof(__pyx_k_fwdpy_Region_weight_0_0), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_weight_not_a_number, __pyx_k_fwdpy_Region_weight_not_a_number, sizeof(__pyx_k_fwdpy_Region_weight_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Region_weight_not_finite, __pyx_k_fwdpy_Region_weight_not_finite, sizeof(__pyx_k_fwdpy_Region_weight_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Segion_h_not_a_number, __pyx_k_fwdpy_Segion_h_not_a_number, sizeof(__pyx_k_fwdpy_Segion_h_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_Sregion_h_not_finite, __pyx_k_fwdpy_Sregion_h_not_finite, sizeof(__pyx_k_fwdpy_Sregion_h_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_UniformS_hi_not_a_number, __pyx_k_fwdpy_UniformS_hi_not_a_number, sizeof(__pyx_k_fwdpy_UniformS_hi_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_UniformS_hi_not_finite, __pyx_k_fwdpy_UniformS_hi_not_finite, sizeof(__pyx_k_fwdpy_UniformS_hi_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_UniformS_lo_not_a_number, __pyx_k_fwdpy_UniformS_lo_not_a_number, sizeof(__pyx_k_fwdpy_UniformS_lo_not_a_number), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_UniformS_lo_not_finite, __pyx_k_fwdpy_UniformS_lo_not_finite, sizeof(__pyx_k_fwdpy_UniformS_lo_not_finite), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_copypop_poptype, __pyx_k_fwdpy_copypop_poptype, sizeof(__pyx_k_fwdpy_copypop_poptype), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_copypopvec_popvec_type, __pyx_k_fwdpy_copypopvec_popvec_type, sizeof(__pyx_k_fwdpy_copypopvec_popvec_type), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_evolve_regions_split_metap, __pyx_k_fwdpy_evolve_regions_split_metap, sizeof(__pyx_k_fwdpy_evolve_regions_split_metap), 0, 0, 1, 0},
  {&__pyx_n_s_fwdpy_fwdpy, __pyx_k_fwdpy_fwdpy, sizeof(__pyx_k_fwdpy_fwdpy), 0, 0, 1, 1},
  {&__pyx_kp_s_fwdpy_mpopvec_internal_data_stru, __pyx_k_fwdpy_mpopvec_internal_data_stru, sizeof(__pyx_k_fwdpy_mpopvec_internal_data_stru), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_popvec_internal_data_struc, __pyx_k_fwdpy_popvec_internal_data_struc, sizeof(__pyx_k_fwdpy_popvec_internal_data_struc), 0, 0, 1, 0},
  {&__pyx_kp_s_fwdpy_readslim, __pyx_k_fwdpy_readslim, sizeof(__pyx_k_fwdpy_readslim), 0, 0, 1, 0},
  {&__pyx_n_s_fwdpyio, __pyx_k_fwdpyio, sizeof(__pyx_k_fwdpyio), 0, 0, 1, 1},
  {&__pyx_n_s_g, __pyx_k_g, sizeof(__pyx_k_g), 0, 0, 1, 1},
  {&__pyx_n_s_gams, __pyx_k_gams, sizeof(__pyx_k_gams), 0, 0, 1, 1},
  {&__pyx_n_s_gen, __pyx_k_gen, sizeof(__pyx_k_gen), 0, 0, 1, 1},
  {&__pyx_n_s_get_sample_details, __pyx_k_get_sample_details, sizeof(__pyx_k_get_sample_details), 0, 0, 1, 1},
  {&__pyx_kp_u_get_sample_details_line_91, __pyx_k_get_sample_details_line_91, sizeof(__pyx_k_get_sample_details_line_91), 0, 1, 0, 0},
  {&__pyx_n_s_get_samples, __pyx_k_get_samples, sizeof(__pyx_k_get_samples), 0, 0, 1, 1},
  {&__pyx_kp_u_get_samples_line_57, __pyx_k_get_samples_line_57, sizeof(__pyx_k_get_samples_line_57), 0, 1, 0, 0},
  {&__pyx_n_s_getfreq, __pyx_k_getfreq, sizeof(__pyx_k_getfreq), 0, 0, 1, 1},
  {&__pyx_kp_u_getfreq_line_163, __pyx_k_getfreq_line_163, sizeof(__pyx_k_getfreq_line_163), 0, 1, 0, 0},
  {&__pyx_n_s_getfreqs, __pyx_k_getfreqs, sizeof(__pyx_k_getfreqs), 0, 0, 1, 1},
  {&__pyx_kp_u_getfreqs_line_191, __pyx_k_getfreqs_line_191, sizeof(__pyx_k_getfreqs_line_191), 0, 1, 0, 0},
  {&__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_k_got_differing_extents_in_dimensi, sizeof(__pyx_k_got_differing_extents_in_dimensi), 0, 0, 1, 0},
  {&__pyx_n_s_gtypes, __pyx_k_gtypes, sizeof(__pyx_k_gtypes), 0, 0, 1, 1},
  {&__pyx_n_s_h, __pyx_k_h, sizeof(__pyx_k_h), 0, 0, 1, 1},
  {&__pyx_kp_s_h_2, __pyx_k_h_2, sizeof(__pyx_k_h_2), 0, 0, 1, 0},
  {&__pyx_n_s_hi, __pyx_k_hi, sizeof(__pyx_k_hi), 0, 0, 1, 1},
  {&__pyx_kp_s_hi_2, __pyx_k_hi_2, sizeof(__pyx_k_hi_2), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_copy, __pyx_k_home_kevin_src_fwdpy_fwdpy_copy, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_copy), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol, __pyx_k_home_kevin_src_fwdpy_fwdpy_evol, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_evol), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2, __pyx_k_home_kevin_src_fwdpy_fwdpy_evol_2, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_evol_2), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_fwdp, __pyx_k_home_kevin_src_fwdpy_fwdpy_fwdp, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_fwdp), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_k_home_kevin_src_fwdpy_fwdpy_regi, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_regi), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_k_home_kevin_src_fwdpy_fwdpy_samp, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_samp), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_slim, __pyx_k_home_kevin_src_fwdpy_fwdpy_slim, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_slim), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_traj, __pyx_k_home_kevin_src_fwdpy_fwdpy_traj, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_traj), 0, 0, 1, 0},
  {&__pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_k_home_kevin_src_fwdpy_fwdpy_view, sizeof(__pyx_k_home_kevin_src_fwdpy_fwdpy_view), 0, 0, 1, 0},
  {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1},
  {&__pyx_n_s_id, __pyx_k_id, sizeof(__pyx_k_id), 0, 0, 1, 1},
  {&__pyx_n_s_il, __pyx_k_il, sizeof(__pyx_k_il), 0, 0, 1, 1},
  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
  {&__pyx_n_s_ind, __pyx_k_ind, sizeof(__pyx_k_ind), 0, 0, 1, 1},
  {&__pyx_n_s_index, __pyx_k_index, sizeof(__pyx_k_index), 0, 0, 1, 1},
  {&__pyx_kp_s_index_greater_than_deme_size, __pyx_k_index_greater_than_deme_size, sizeof(__pyx_k_index_greater_than_deme_size), 0, 0, 1, 0},
  {&__pyx_kp_s_index_greater_than_population_si, __pyx_k_index_greater_than_population_si, sizeof(__pyx_k_index_greater_than_population_si), 0, 0, 1, 0},
  {&__pyx_n_s_indlist, __pyx_k_indlist, sizeof(__pyx_k_indlist), 0, 0, 1, 1},
  {&__pyx_n_s_init, __pyx_k_init, sizeof(__pyx_k_init), 0, 0, 1, 1},
  {&__pyx_n_s_internal, __pyx_k_internal, sizeof(__pyx_k_internal), 0, 0, 1, 1},
  {&__pyx_kp_s_is_not_supported, __pyx_k_is_not_supported, sizeof(__pyx_k_is_not_supported), 0, 0, 1, 0},
  {&__pyx_n_s_isfile, __pyx_k_isfile, sizeof(__pyx_k_isfile), 0, 0, 1, 1},
  {&__pyx_n_s_isinf, __pyx_k_isinf, sizeof(__pyx_k_isinf), 0, 0, 1, 1},
  {&__pyx_n_s_isnan, __pyx_k_isnan, sizeof(__pyx_k_isnan), 0, 0, 1, 1},
  {&__pyx_n_s_itemsize, __pyx_k_itemsize, sizeof(__pyx_k_itemsize), 0, 0, 1, 1},
  {&__pyx_kp_s_itemsize_0_for_cython_array, __pyx_k_itemsize_0_for_cython_array, sizeof(__pyx_k_itemsize_0_for_cython_array), 0, 0, 1, 0},
  {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1},
  {&__pyx_kp_s_len_nlist1_must_equal_len_nlist2, __pyx_k_len_nlist1_must_equal_len_nlist2, sizeof(__pyx_k_len_nlist1_must_equal_len_nlist2), 0, 0, 1, 0},
  {&__pyx_n_s_lines, __pyx_k_lines, sizeof(__pyx_k_lines), 0, 0, 1, 1},
  {&__pyx_n_s_listlen, __pyx_k_listlen, sizeof(__pyx_k_listlen), 0, 0, 1, 1},
  {&__pyx_n_s_listlen1, __pyx_k_listlen1, sizeof(__pyx_k_listlen1), 0, 0, 1, 1},
  {&__pyx_n_s_listlen2, __pyx_k_listlen2, sizeof(__pyx_k_listlen2), 0, 0, 1, 1},
  {&__pyx_n_s_lo, __pyx_k_lo, sizeof(__pyx_k_lo), 0, 0, 1, 1},
  {&__pyx_n_s_m, __pyx_k_m, sizeof(__pyx_k_m), 0, 0, 1, 1},
  {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
  {&__pyx_n_s_make_region_manager, __pyx_k_make_region_manager, sizeof(__pyx_k_make_region_manager), 0, 0, 1, 1},
  {&__pyx_n_s_map_itr, __pyx_k_map_itr, sizeof(__pyx_k_map_itr), 0, 0, 1, 1},
  {&__pyx_n_s_math, __pyx_k_math, sizeof(__pyx_k_math), 0, 0, 1, 1},
  {&__pyx_n_s_mean, __pyx_k_mean, sizeof(__pyx_k_mean), 0, 0, 1, 1},
  {&__pyx_n_s_memview, __pyx_k_memview, sizeof(__pyx_k_memview), 0, 0, 1, 1},
  {&__pyx_n_s_metaclass, __pyx_k_metaclass, sizeof(__pyx_k_metaclass), 0, 0, 1, 1},
  {&__pyx_n_s_minfreq, __pyx_k_minfreq, sizeof(__pyx_k_minfreq), 0, 0, 1, 1},
  {&__pyx_n_s_minsojourn, __pyx_k_minsojourn, sizeof(__pyx_k_minsojourn), 0, 0, 1, 1},
  {&__pyx_n_s_mode, __pyx_k_mode, sizeof(__pyx_k_mode), 0, 0, 1, 1},
  {&__pyx_n_s_module, __pyx_k_module, sizeof(__pyx_k_module), 0, 0, 1, 1},
  {&__pyx_kp_s_mpopvec_deme_size_0_encountered, __pyx_k_mpopvec_deme_size_0_encountered, sizeof(__pyx_k_mpopvec_deme_size_0_encountered), 0, 0, 1, 0},
  {&__pyx_n_s_mpv, __pyx_k_mpv, sizeof(__pyx_k_mpv), 0, 0, 1, 1},
  {&__pyx_n_s_ms_sample, __pyx_k_ms_sample, sizeof(__pyx_k_ms_sample), 0, 0, 1, 1},
  {&__pyx_kp_u_ms_sample_line_34, __pyx_k_ms_sample_line_34, sizeof(__pyx_k_ms_sample_line_34), 0, 1, 0, 0},
  {&__pyx_kp_s_ms_sample_unsupported_type_of_po, __pyx_k_ms_sample_unsupported_type_of_po, sizeof(__pyx_k_ms_sample_unsupported_type_of_po), 0, 0, 1, 0},
  {&__pyx_n_s_mtypes, __pyx_k_mtypes, sizeof(__pyx_k_mtypes), 0, 0, 1, 1},
  {&__pyx_n_s_mu_neutral, __pyx_k_mu_neutral, sizeof(__pyx_k_mu_neutral), 0, 0, 1, 1},
  {&__pyx_n_s_mu_selected, __pyx_k_mu_selected, sizeof(__pyx_k_mu_selected), 0, 0, 1, 1},
  {&__pyx_kp_s_mutation_rate_to_neutral_variant, __pyx_k_mutation_rate_to_neutral_variant, sizeof(__pyx_k_mutation_rate_to_neutral_variant), 0, 0, 1, 0},
  {&__pyx_kp_s_mutation_rate_to_selected_varian, __pyx_k_mutation_rate_to_selected_varian, sizeof(__pyx_k_mutation_rate_to_selected_varian), 0, 0, 1, 0},
  {&__pyx_n_s_mutrate, __pyx_k_mutrate, sizeof(__pyx_k_mutrate), 0, 0, 1, 1},
  {&__pyx_n_s_n, __pyx_k_n, sizeof(__pyx_k_n), 0, 0, 1, 1},
  {&__pyx_n_s_n0, __pyx_k_n0, sizeof(__pyx_k_n0), 0, 0, 1, 1},
  {&__pyx_n_s_n1, __pyx_k_n1, sizeof(__pyx_k_n1), 0, 0, 1, 1},
  {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
  {&__pyx_n_s_name_2, __pyx_k_name_2, sizeof(__pyx_k_name_2), 0, 0, 1, 1},
  {&__pyx_n_s_nderived, __pyx_k_nderived, sizeof(__pyx_k_nderived), 0, 0, 1, 1},
  {&__pyx_kp_u_nderived_line_146, __pyx_k_nderived_line_146, sizeof(__pyx_k_nderived_line_146), 0, 1, 0, 0},
  {&__pyx_n_s_nderived_site, __pyx_k_nderived_site, sizeof(__pyx_k_nderived_site), 0, 0, 1, 1},
  {&__pyx_kp_u_nderived_site_line_122, __pyx_k_nderived_site_line_122, sizeof(__pyx_k_nderived_site_line_122), 0, 1, 0, 0},
  {&__pyx_n_s_ndim, __pyx_k_ndim, sizeof(__pyx_k_ndim), 0, 0, 1, 1},
  {&__pyx_n_s_neutral, __pyx_k_neutral, sizeof(__pyx_k_neutral), 0, 0, 1, 1},
  {&__pyx_n_s_neutral_df, __pyx_k_neutral_df, sizeof(__pyx_k_neutral_df), 0, 0, 1, 1},
  {&__pyx_n_s_neutral_info, __pyx_k_neutral_info, sizeof(__pyx_k_neutral_info), 0, 0, 1, 1},
  {&__pyx_n_s_nlist, __pyx_k_nlist, sizeof(__pyx_k_nlist), 0, 0, 1, 1},
  {&__pyx_n_s_nlist1, __pyx_k_nlist1, sizeof(__pyx_k_nlist1), 0, 0, 1, 1},
  {&__pyx_n_s_nlist2, __pyx_k_nlist2, sizeof(__pyx_k_nlist2), 0, 0, 1, 1},
  {&__pyx_n_s_nmpops, __pyx_k_nmpops, sizeof(__pyx_k_nmpops), 0, 0, 1, 1},
  {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
  {&__pyx_n_s_npops, __pyx_k_npops, sizeof(__pyx_k_npops), 0, 0, 1, 1},
  {&__pyx_n_s_nregions, __pyx_k_nregions, sizeof(__pyx_k_nregions), 0, 0, 1, 1},
  {&__pyx_n_s_nsam, __pyx_k_nsam, sizeof(__pyx_k_nsam), 0, 0, 1, 1},
  {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
  {&__pyx_n_s_o, __pyx_k_o, sizeof(__pyx_k_o), 0, 0, 1, 1},
  {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1},
  {&__pyx_n_s_object, __pyx_k_object, sizeof(__pyx_k_object), 0, 0, 1, 1},
  {&__pyx_n_s_open, __pyx_k_open, sizeof(__pyx_k_open), 0, 0, 1, 1},
  {&__pyx_n_s_org, __pyx_k_org, sizeof(__pyx_k_org), 0, 0, 1, 1},
  {&__pyx_n_s_os, __pyx_k_os, sizeof(__pyx_k_os), 0, 0, 1, 1},
  {&__pyx_n_s_os_path, __pyx_k_os_path, sizeof(__pyx_k_os_path), 0, 0, 1, 1},
  {&__pyx_n_s_p, __pyx_k_p, sizeof(__pyx_k_p), 0, 0, 1, 1},
  {&__pyx_n_s_pack, __pyx_k_pack, sizeof(__pyx_k_pack), 0, 0, 1, 1},
  {&__pyx_n_s_pandas, __pyx_k_pandas, sizeof(__pyx_k_pandas), 0, 0, 1, 1},
  {&__pyx_n_s_parse_slim_elements, __pyx_k_parse_slim_elements, sizeof(__pyx_k_parse_slim_elements), 0, 0, 1, 1},
  {&__pyx_n_s_parse_slim_mutrate, __pyx_k_parse_slim_mutrate, sizeof(__pyx_k_parse_slim_mutrate), 0, 0, 1, 1},
  {&__pyx_n_s_parse_slim_muttypes, __pyx_k_parse_slim_muttypes, sizeof(__pyx_k_parse_slim_muttypes), 0, 0, 1, 1},
  {&__pyx_n_s_parse_slim_organization, __pyx_k_parse_slim_organization, sizeof(__pyx_k_parse_slim_organization), 0, 0, 1, 1},
  {&__pyx_n_s_parse_slim_recrates, __pyx_k_parse_slim_recrates, sizeof(__pyx_k_parse_slim_recrates), 0, 0, 1, 1},
  {&__pyx_n_s_path, __pyx_k_path, sizeof(__pyx_k_path), 0, 0, 1, 1},
  {&__pyx_n_s_pd, __pyx_k_pd, sizeof(__pyx_k_pd), 0, 0, 1, 1},
  {&__pyx_n_s_pkg_dependencies, __pyx_k_pkg_dependencies, sizeof(__pyx_k_pkg_dependencies), 0, 0, 1, 1},
  {&__pyx_n_s_pkg_version, __pyx_k_pkg_version, sizeof(__pyx_k_pkg_version), 0, 0, 1, 1},
  {&__pyx_n_s_pop, __pyx_k_pop, sizeof(__pyx_k_pop), 0, 0, 1, 1},
  {&__pyx_n_s_pops, __pyx_k_pops, sizeof(__pyx_k_pops), 0, 0, 1, 1},
  {&__pyx_n_s_popsize, __pyx_k_popsize, sizeof(__pyx_k_popsize), 0, 0, 1, 1},
  {&__pyx_n_s_popsizes, __pyx_k_popsizes, sizeof(__pyx_k_popsizes), 0, 0, 1, 1},
  {&__pyx_n_s_pos, __pyx_k_pos, sizeof(__pyx_k_pos), 0, 0, 1, 1},
  {&__pyx_n_s_prepare, __pyx_k_prepare, sizeof(__pyx_k_prepare), 0, 0, 1, 1},
  {&__pyx_n_s_ps, __pyx_k_ps, sizeof(__pyx_k_ps), 0, 0, 1, 1},
  {&__pyx_n_s_psizes, __pyx_k_psizes, sizeof(__pyx_k_psizes), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_getbuffer, __pyx_k_pyx_getbuffer, sizeof(__pyx_k_pyx_getbuffer), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_vtable, __pyx_k_pyx_vtable, sizeof(__pyx_k_pyx_vtable), 0, 0, 1, 1},
  {&__pyx_n_s_qualname, __pyx_k_qualname, sizeof(__pyx_k_qualname), 0, 0, 1, 1},
  {&__pyx_n_s_r, __pyx_k_r, sizeof(__pyx_k_r), 0, 0, 1, 1},
  {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
  {&__pyx_n_s_read, __pyx_k_read, sizeof(__pyx_k_read), 0, 0, 1, 1},
  {&__pyx_n_s_readslim, __pyx_k_readslim, sizeof(__pyx_k_readslim), 0, 0, 1, 1},
  {&__pyx_n_s_recdata, __pyx_k_recdata, sizeof(__pyx_k_recdata), 0, 0, 1, 1},
  {&__pyx_kp_s_recombination_rate_must_be_0, __pyx_k_recombination_rate_must_be_0, sizeof(__pyx_k_recombination_rate_must_be_0), 0, 0, 1, 0},
  {&__pyx_n_s_recrate, __pyx_k_recrate, sizeof(__pyx_k_recrate), 0, 0, 1, 1},
  {&__pyx_n_s_recregions, __pyx_k_recregions, sizeof(__pyx_k_recregions), 0, 0, 1, 1},
  {&__pyx_n_s_removeFixed, __pyx_k_removeFixed, sizeof(__pyx_k_removeFixed), 0, 0, 1, 1},
  {&__pyx_n_s_rho, __pyx_k_rho, sizeof(__pyx_k_rho), 0, 0, 1, 1},
  {&__pyx_n_s_rmgr, __pyx_k_rmgr, sizeof(__pyx_k_rmgr), 0, 0, 1, 1},
  {&__pyx_n_s_rng, __pyx_k_rng, sizeof(__pyx_k_rng), 0, 0, 1, 1},
  {&__pyx_n_s_rv, __pyx_k_rv, sizeof(__pyx_k_rv), 0, 0, 1, 1},
  {&__pyx_n_s_s, __pyx_k_s, sizeof(__pyx_k_s), 0, 0, 1, 1},
  {&__pyx_n_s_sample, __pyx_k_sample, sizeof(__pyx_k_sample), 0, 0, 1, 1},
  {&__pyx_n_s_sane, __pyx_k_sane, sizeof(__pyx_k_sane), 0, 0, 1, 1},
  {&__pyx_n_s_sd, __pyx_k_sd, sizeof(__pyx_k_sd), 0, 0, 1, 1},
  {&__pyx_n_s_seed, __pyx_k_seed, sizeof(__pyx_k_seed), 0, 0, 1, 1},
  {&__pyx_n_s_selected, __pyx_k_selected, sizeof(__pyx_k_selected), 0, 0, 1, 1},
  {&__pyx_n_s_selectedOnly, __pyx_k_selectedOnly, sizeof(__pyx_k_selectedOnly), 0, 0, 1, 1},
  {&__pyx_n_s_selected_df, __pyx_k_selected_df, sizeof(__pyx_k_selected_df), 0, 0, 1, 1},
  {&__pyx_n_s_selected_info, __pyx_k_selected_info, sizeof(__pyx_k_selected_info), 0, 0, 1, 1},
  {&__pyx_n_s_self, __pyx_k_self, sizeof(__pyx_k_self), 0, 0, 1, 1},
  {&__pyx_n_s_serialize, __pyx_k_serialize, sizeof(__pyx_k_serialize), 0, 0, 1, 1},
  {&__pyx_n_s_set_index, __pyx_k_set_index, sizeof(__pyx_k_set_index), 0, 0, 1, 1},
  {&__pyx_n_s_sh0, __pyx_k_sh0, sizeof(__pyx_k_sh0), 0, 0, 1, 1},
  {&__pyx_n_s_sh1, __pyx_k_sh1, sizeof(__pyx_k_sh1), 0, 0, 1, 1},
  {&__pyx_n_s_shape, __pyx_k_shape, sizeof(__pyx_k_shape), 0, 0, 1, 1},
  {&__pyx_kp_s_shape_2, __pyx_k_shape_2, sizeof(__pyx_k_shape_2), 0, 0, 1, 0},
  {&__pyx_n_s_site, __pyx_k_site, sizeof(__pyx_k_site), 0, 0, 1, 1},
  {&__pyx_n_s_size, __pyx_k_size, sizeof(__pyx_k_size), 0, 0, 1, 1},
  {&__pyx_n_s_size_2, __pyx_k_size_2, sizeof(__pyx_k_size_2), 0, 0, 1, 1},
  {&__pyx_n_s_splitlines, __pyx_k_splitlines, sizeof(__pyx_k_splitlines), 0, 0, 1, 1},
  {&__pyx_n_s_sregions, __pyx_k_sregions, sizeof(__pyx_k_sregions), 0, 0, 1, 1},
  {&__pyx_n_s_start, __pyx_k_start, sizeof(__pyx_k_start), 0, 0, 1, 1},
  {&__pyx_n_s_step, __pyx_k_step, sizeof(__pyx_k_step), 0, 0, 1, 1},
  {&__pyx_n_s_stop, __pyx_k_stop, sizeof(__pyx_k_stop), 0, 0, 1, 1},
  {&__pyx_n_s_str, __pyx_k_str, sizeof(__pyx_k_str), 0, 0, 1, 1},
  {&__pyx_kp_s_strided_and_direct, __pyx_k_strided_and_direct, sizeof(__pyx_k_strided_and_direct), 0, 0, 1, 0},
  {&__pyx_kp_s_strided_and_direct_or_indirect, __pyx_k_strided_and_direct_or_indirect, sizeof(__pyx_k_strided_and_direct_or_indirect), 0, 0, 1, 0},
  {&__pyx_kp_s_strided_and_indirect, __pyx_k_strided_and_indirect, sizeof(__pyx_k_strided_and_indirect), 0, 0, 1, 0},
  {&__pyx_n_s_strip, __pyx_k_strip, sizeof(__pyx_k_strip), 0, 0, 1, 1},
  {&__pyx_n_s_struct, __pyx_k_struct, sizeof(__pyx_k_struct), 0, 0, 1, 1},
  {&__pyx_n_s_super, __pyx_k_super, sizeof(__pyx_k_super), 0, 0, 1, 1},
  {&__pyx_n_s_temp1, __pyx_k_temp1, sizeof(__pyx_k_temp1), 0, 0, 1, 1},
  {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
  {&__pyx_n_s_test_evolve_mpi, __pyx_k_test_evolve_mpi, sizeof(__pyx_k_test_evolve_mpi), 0, 0, 1, 1},
  {&__pyx_n_s_test_evolve_regions_async, __pyx_k_test_evolve_regions_async, sizeof(__pyx_k_test_evolve_regions_async), 0, 0, 1, 1},
  {&__pyx_n_s_theta, __pyx_k_theta, sizeof(__pyx_k_theta), 0, 0, 1, 1},
  {&__pyx_n_s_track, __pyx_k_track, sizeof(__pyx_k_track), 0, 0, 1, 1},
  {&__pyx_n_s_trajectories, __pyx_k_trajectories, sizeof(__pyx_k_trajectories), 0, 0, 1, 1},
  {&__pyx_kp_u_trajectories_line_1, __pyx_k_trajectories_line_1, sizeof(__pyx_k_trajectories_line_1), 0, 1, 0, 0},
  {&__pyx_n_s_tt, __pyx_k_tt, sizeof(__pyx_k_tt), 0, 0, 1, 1},
  {&__pyx_n_s_ttl_nsam, __pyx_k_ttl_nsam, sizeof(__pyx_k_ttl_nsam), 0, 0, 1, 1},
  {&__pyx_n_s_umuts, __pyx_k_umuts, sizeof(__pyx_k_umuts), 0, 0, 1, 1},
  {&__pyx_kp_s_unable_to_allocate_array_data, __pyx_k_unable_to_allocate_array_data, sizeof(__pyx_k_unable_to_allocate_array_data), 0, 0, 1, 0},
  {&__pyx_kp_s_unable_to_allocate_shape_and_str, __pyx_k_unable_to_allocate_shape_and_str, sizeof(__pyx_k_unable_to_allocate_shape_and_str), 0, 0, 1, 0},
  {&__pyx_n_s_unique_gams, __pyx_k_unique_gams, sizeof(__pyx_k_unique_gams), 0, 0, 1, 1},
  {&__pyx_n_s_unpack, __pyx_k_unpack, sizeof(__pyx_k_unpack), 0, 0, 1, 1},
  {&__pyx_n_s_v, __pyx_k_v, sizeof(__pyx_k_v), 0, 0, 1, 1},
  {&__pyx_kp_s_value_for_deme_out_of_range_len, __pyx_k_value_for_deme_out_of_range_len, sizeof(__pyx_k_value_for_deme_out_of_range_len), 0, 0, 1, 0},
  {&__pyx_kp_s_values_is_sample_must_be_tuples, __pyx_k_values_is_sample_must_be_tuples, sizeof(__pyx_k_values_is_sample_must_be_tuples), 0, 0, 1, 0},
  {&__pyx_n_s_view, __pyx_k_view, sizeof(__pyx_k_view), 0, 0, 1, 1},
  {&__pyx_n_s_view_diploids, __pyx_k_view_diploids, sizeof(__pyx_k_view_diploids), 0, 0, 1, 1},
  {&__pyx_kp_s_view_diploids_deme_index_out_of, __pyx_k_view_diploids_deme_index_out_of, sizeof(__pyx_k_view_diploids_deme_index_out_of), 0, 0, 1, 0},
  {&__pyx_kp_s_view_diploids_deme_index_require, __pyx_k_view_diploids_deme_index_require, sizeof(__pyx_k_view_diploids_deme_index_require), 0, 0, 1, 0},
  {&__pyx_kp_u_view_diploids_line_292, __pyx_k_view_diploids_line_292, sizeof(__pyx_k_view_diploids_line_292), 0, 1, 0, 0},
  {&__pyx_n_s_view_diploids_metapop, __pyx_k_view_diploids_metapop, sizeof(__pyx_k_view_diploids_metapop), 0, 0, 1, 1},
  {&__pyx_n_s_view_diploids_pd, __pyx_k_view_diploids_pd, sizeof(__pyx_k_view_diploids_pd), 0, 0, 1, 1},
  {&__pyx_n_s_view_diploids_pd_popvec, __pyx_k_view_diploids_pd_popvec, sizeof(__pyx_k_view_diploids_pd_popvec), 0, 0, 1, 1},
  {&__pyx_n_s_view_diploids_pd_singlepop, __pyx_k_view_diploids_pd_singlepop, sizeof(__pyx_k_view_diploids_pd_singlepop), 0, 0, 1, 1},
  {&__pyx_n_s_view_diploids_popvec, __pyx_k_view_diploids_popvec, sizeof(__pyx_k_view_diploids_popvec), 0, 0, 1, 1},
  {&__pyx_n_s_view_diploids_singlepop, __pyx_k_view_diploids_singlepop, sizeof(__pyx_k_view_diploids_singlepop), 0, 0, 1, 1},
  {&__pyx_kp_s_view_diploids_unsupported_object, __pyx_k_view_diploids_unsupported_object, sizeof(__pyx_k_view_diploids_unsupported_object), 0, 0, 1, 0},
  {&__pyx_n_s_view_gametes, __pyx_k_view_gametes, sizeof(__pyx_k_view_gametes), 0, 0, 1, 1},
  {&__pyx_kp_s_view_gametes_deme_cannot_be_None, __pyx_k_view_gametes_deme_cannot_be_None, sizeof(__pyx_k_view_gametes_deme_cannot_be_None), 0, 0, 1, 0},
  {&__pyx_kp_s_view_gametes_deme_index_out_of_r, __pyx_k_view_gametes_deme_index_out_of_r, sizeof(__pyx_k_view_gametes_deme_index_out_of_r), 0, 0, 1, 0},
  {&__pyx_kp_u_view_gametes_line_221, __pyx_k_view_gametes_line_221, sizeof(__pyx_k_view_gametes_line_221), 0, 1, 0, 0},
  {&__pyx_n_s_view_gametes_metapop, __pyx_k_view_gametes_metapop, sizeof(__pyx_k_view_gametes_metapop), 0, 0, 1, 1},
  {&__pyx_n_s_view_gametes_popvec, __pyx_k_view_gametes_popvec, sizeof(__pyx_k_view_gametes_popvec), 0, 0, 1, 1},
  {&__pyx_n_s_view_gametes_singlepop, __pyx_k_view_gametes_singlepop, sizeof(__pyx_k_view_gametes_singlepop), 0, 0, 1, 1},
  {&__pyx_kp_s_view_gametes_unsupported_object, __pyx_k_view_gametes_unsupported_object, sizeof(__pyx_k_view_gametes_unsupported_object), 0, 0, 1, 0},
  {&__pyx_n_s_view_mutations, __pyx_k_view_mutations, sizeof(__pyx_k_view_mutations), 0, 0, 1, 1},
  {&__pyx_kp_s_view_mutations_deme_cannot_be_no, __pyx_k_view_mutations_deme_cannot_be_no, sizeof(__pyx_k_view_mutations_deme_cannot_be_no), 0, 0, 1, 0},
  {&__pyx_kp_s_view_mutations_deme_index_out_of, __pyx_k_view_mutations_deme_index_out_of, sizeof(__pyx_k_view_mutations_deme_index_out_of), 0, 0, 1, 0},
  {&__pyx_kp_u_view_mutations_line_138, __pyx_k_view_mutations_line_138, sizeof(__pyx_k_view_mutations_line_138), 0, 1, 0, 0},
  {&__pyx_n_s_view_mutations_metapop, __pyx_k_view_mutations_metapop, sizeof(__pyx_k_view_mutations_metapop), 0, 0, 1, 1},
  {&__pyx_n_s_view_mutations_popvec, __pyx_k_view_mutations_popvec, sizeof(__pyx_k_view_mutations_popvec), 0, 0, 1, 1},
  {&__pyx_n_s_view_mutations_singlepop, __pyx_k_view_mutations_singlepop, sizeof(__pyx_k_view_mutations_singlepop), 0, 0, 1, 1},
  {&__pyx_kp_s_view_mutations_unsupported_objec, __pyx_k_view_mutations_unsupported_objec, sizeof(__pyx_k_view_mutations_unsupported_objec), 0, 0, 1, 0},
  {&__pyx_n_s_vneutral, __pyx_k_vneutral, sizeof(__pyx_k_vneutral), 0, 0, 1, 1},
  {&__pyx_n_s_vselected, __pyx_k_vselected, sizeof(__pyx_k_vselected), 0, 0, 1, 1},
  {&__pyx_n_s_w, __pyx_k_w, sizeof(__pyx_k_w), 0, 0, 1, 1},
  {&__pyx_n_s_warn, __pyx_k_warn, sizeof(__pyx_k_warn), 0, 0, 1, 1},
  {&__pyx_n_s_warnings, __pyx_k_warnings, sizeof(__pyx_k_warnings), 0, 0, 1, 1},
  {&__pyx_n_s_weight, __pyx_k_weight, sizeof(__pyx_k_weight), 0, 0, 1, 1},
  {&__pyx_kp_s_weight_2, __pyx_k_weight_2, sizeof(__pyx_k_weight_2), 0, 0, 1, 0},
  {&__pyx_n_s_wstr, __pyx_k_wstr, sizeof(__pyx_k_wstr), 0, 0, 1, 1},
  {0, 0, 0, 0, 0, 0, 0}
};
static int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_object = __Pyx_GetBuiltinName(__pyx_n_s_object); if (!__pyx_builtin_object) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_super = __Pyx_GetBuiltinName(__pyx_n_s_super); if (!__pyx_builtin_super) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_IOError = __Pyx_GetBuiltinName(__pyx_n_s_IOError); if (!__pyx_builtin_IOError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_open = __Pyx_GetBuiltinName(__pyx_n_s_open); if (!__pyx_builtin_open) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 571; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  return 0;
  __pyx_L1_error:;
  return -1;
}

static int __Pyx_InitCachedConstants(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "fwdpy/classes.pyx":79
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")             # <<<<<<<<<<<<<<
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_t]] & newpops):
 */
  __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_s_fwdpy_popvec_internal_data_struc); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple_);
  __Pyx_GIVEREF(__pyx_tuple_);

  /* "fwdpy/classes.pyx":130
 *         cdef unsigned size_ = len(self.pypops)
 *         if self.pops.size() != size_:
 *             raise RuntimeError("fwdpy.popvec internal data structures out of sync")             # <<<<<<<<<<<<<<
 *         return self.pops.size()
 *     cdef reset(self,const vector[shared_ptr[singlepop_gm_vec_t]] & newpops):
 */
  __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_popvec_internal_data_struc); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__2);
  __Pyx_GIVEREF(__pyx_tuple__2);

  /* "fwdpy/classes.pyx":192
 *         for i in range(len(Ns)):
 *             if Ns[i] < 0:
 *                 raise ValueError("mpopvec: deme size < 0 encountered")             # <<<<<<<<<<<<<<
 *         for i in range(nmpops):
 *             self.mpops.push_back(shared_ptr[metapop_t](new metapop_t(Ns)))
 */
  __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_s_mpopvec_deme_size_0_encountered); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__3);
  __Pyx_GIVEREF(__pyx_tuple__3);

  /* "fwdpy/classes.pyx":207
 *         cdef unsigned size_ = len(self.pympops)
 *         if self.mpops.size() != size_:
 *             raise RuntimeError("fwdpy.mpopvec internal data structures out of sync")             # <<<<<<<<<<<<<<
 *         return self.mpops.size()
 *     cpdef size(self):
 */
  __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_mpopvec_internal_data_stru); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__4);
  __Pyx_GIVEREF(__pyx_tuple__4);

  /* "fwdpy/sampling.pyx":55
 *         return ms_sample_single_deme(rng,pop,nsam,removeFixed)
 *     else:
 *         raise ValueError("ms_sample: unsupported type of popcontainer")             # <<<<<<<<<<<<<<
 * 
 * def get_samples(GSLrng rng, poptype pop, int nsam, bint removeFixed = True, deme = None):
 */
  __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_ms_sample_unsupported_type_of_po); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__5);
  __Pyx_GIVEREF(__pyx_tuple__5);

  /* "fwdpy/sampling.pyx":84
 *     elif isinstance(pop,metapop):
 *         if deme is None:
 *             raise RuntimeError("deme may not be set to None when sampling from a meta-population")             # <<<<<<<<<<<<<<
 *         if deme >= len(pop):
 *             raise RuntimeError("value for deme out of range. len(pop) = "+str(len(pop))+", but deme = "+str(deme))
 */
  __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_s_deme_may_not_be_set_to_None_when); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__6);
  __Pyx_GIVEREF(__pyx_tuple__6);

  /* "fwdpy/sampling.pyx":89
 *         return ms_sample_metapop_sep(rng,pop,nsam,removeFixed,deme)
 *     else:
 *         raise ValueError("ms_sample: unsupported type of popcontainer")             # <<<<<<<<<<<<<<
 * 
 * def get_sample_details( sample_t ms_sample, poptype pop ):
 */
  __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_ms_sample_unsupported_type_of_po); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__7);
  __Pyx_GIVEREF(__pyx_tuple__7);

  /* "fwdpy/sampling.pyx":144
 *     >>> for i in s[0]: ndi = fwdpy.nderived_site(i)
 *     """
 *     return str(site[1]).count('1')             # <<<<<<<<<<<<<<
 * 
 * def nderived( list sample ):
 */
  __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_1); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__8);
  __Pyx_GIVEREF(__pyx_tuple__8);

  /* "fwdpy/evolve_regions.pyx":118
 *     """
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 */
  __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_s_mutation_rate_to_neutral_variant); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__9);
  __Pyx_GIVEREF(__pyx_tuple__9);

  /* "fwdpy/evolve_regions.pyx":120
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 */
  __pyx_tuple__10 = PyTuple_Pack(1, __pyx_kp_s_mutation_rate_to_selected_varian); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__10);
  __Pyx_GIVEREF(__pyx_tuple__10);

  /* "fwdpy/evolve_regions.pyx":122
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")             # <<<<<<<<<<<<<<
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")
 */
  __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_recombination_rate_must_be_0); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__11);
  __Pyx_GIVEREF(__pyx_tuple__11);

  /* "fwdpy/evolve_regions.pyx":124
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")             # <<<<<<<<<<<<<<
 *         f=0
 *     pops = popvec(npops,N)
 */
  __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_f_0_will_be_treated_as_0); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__12);
  __Pyx_GIVEREF(__pyx_tuple__12);

  /* "fwdpy/evolve_regions.pyx":182
 *     """
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 */
  __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_mutation_rate_to_neutral_variant); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__13);
  __Pyx_GIVEREF(__pyx_tuple__13);

  /* "fwdpy/evolve_regions.pyx":184
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 */
  __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_mutation_rate_to_selected_varian); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__14);
  __Pyx_GIVEREF(__pyx_tuple__14);

  /* "fwdpy/evolve_regions.pyx":186
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")             # <<<<<<<<<<<<<<
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")
 */
  __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_recombination_rate_must_be_0); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__15);
  __Pyx_GIVEREF(__pyx_tuple__15);

  /* "fwdpy/evolve_regions.pyx":188
 *         raise RuntimeError("recombination rate must be >= 0.")
 *     if f < 0.:
 *         warnings.warn("f < 0 will be treated as 0")             # <<<<<<<<<<<<<<
 *         f=0
 *     rmgr = region_manager_wrapper()
 */
  __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_f_0_will_be_treated_as_0); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__16);
  __Pyx_GIVEREF(__pyx_tuple__16);

  /* "fwdpy/evolve_regions.pyx":232
 *     """
 *     if mu_neutral < 0:
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 */
  __pyx_tuple__17 = PyTuple_Pack(1, __pyx_kp_s_mutation_rate_to_neutral_variant); if (unlikely(!__pyx_tuple__17)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__17);
  __Pyx_GIVEREF(__pyx_tuple__17);

  /* "fwdpy/evolve_regions.pyx":234
 *         raise RuntimeError("mutation rate to neutral variants must be >= 0.")
 *     if mu_selected < 0:
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")             # <<<<<<<<<<<<<<
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")
 */
  __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s_mutation_rate_to_selected_varian); if (unlikely(!__pyx_tuple__18)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);

  /* "fwdpy/evolve_regions.pyx":236
 *         raise RuntimeError("mutation rate to selected variants must be >= 0.")
 *     if recrate < 0:
 *         raise RuntimeError("recombination rate must be >= 0.")             # <<<<<<<<<<<<<<
 *     cdef unsigned i
 *     for i in range(fs.size()):
 */
  __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_recombination_rate_must_be_0); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__19);
  __Pyx_GIVEREF(__pyx_tuple__19);

  /* "fwdpy/evolve_regions.pyx":240
 *     for i in range(fs.size()):
 *         if fs[i] < 0.:
 *             warnings.warn("f[i] < 0 will be treated as 0")             # <<<<<<<<<<<<<<
 *             fs[i]=0.0
 *     if len(nlist1) != len(nlist2):
 */
  __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_f_i_0_will_be_treated_as_0); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__20);
  __Pyx_GIVEREF(__pyx_tuple__20);

  /* "fwdpy/evolve_regions.pyx":243
 *             fs[i]=0.0
 *     if len(nlist1) != len(nlist2):
 *         raise RuntimeError("len(nlist1) must equal len(nlist2)")             # <<<<<<<<<<<<<<
 * 
 *     mpv = mpopvec(0,[0])
 */
  __pyx_tuple__21 = PyTuple_Pack(1, __pyx_kp_s_len_nlist1_must_equal_len_nlist2); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__21);
  __Pyx_GIVEREF(__pyx_tuple__21);

  /* "fwdpy/evolve_regions.pyx":254
 *         #Step 2a: make sure all is cool under the hood.
 *         if not mpv.mpops[i].get().sane():
 *             raise RuntimeError("fwdpy.evolve_regions_split: metapopulation data structures out of sync")             # <<<<<<<<<<<<<<
 *         #Step 3: make the python list have another shared_ptr to the metapop
 *         tt = metapop()
 */
  __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_evolve_regions_split_metap); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__22);
  __Pyx_GIVEREF(__pyx_tuple__22);

  /* "fwdpy/regions.pyx":42
 *         """
 *         if math.isinf(beg):
 *             raise ValueError("fwdpy.Region: beg not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(end):
 *             raise ValueError("fwdpy.Region: end not finite")
 */
  __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_beg_not_finite); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__23);
  __Pyx_GIVEREF(__pyx_tuple__23);

  /* "fwdpy/regions.pyx":44
 *             raise ValueError("fwdpy.Region: beg not finite")
 *         if math.isinf(end):
 *             raise ValueError("fwdpy.Region: end not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(weight):
 *             raise ValueError("fwdpy.Region: weight not finite")
 */
  __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_end_not_finite); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__24);
  __Pyx_GIVEREF(__pyx_tuple__24);

  /* "fwdpy/regions.pyx":46
 *             raise ValueError("fwdpy.Region: end not finite")
 *         if math.isinf(weight):
 *             raise ValueError("fwdpy.Region: weight not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(beg):
 *             raise ValueError("fwdpy.Region: beg not a number")
 */
  __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_weight_not_finite); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__25);
  __Pyx_GIVEREF(__pyx_tuple__25);

  /* "fwdpy/regions.pyx":48
 *             raise ValueError("fwdpy.Region: weight not finite")
 *         if math.isnan(beg):
 *             raise ValueError("fwdpy.Region: beg not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(end):
 *             raise ValueError("fwdpy.Region: end not a number")
 */
  __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_beg_not_a_number); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__26);
  __Pyx_GIVEREF(__pyx_tuple__26);

  /* "fwdpy/regions.pyx":50
 *             raise ValueError("fwdpy.Region: beg not a number")
 *         if math.isnan(end):
 *             raise ValueError("fwdpy.Region: end not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(weight):
 *             raise ValueError("fwdpy.Region: weight not a number")
 */
  __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_end_not_a_number); if (unlikely(!__pyx_tuple__27)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__27);
  __Pyx_GIVEREF(__pyx_tuple__27);

  /* "fwdpy/regions.pyx":52
 *             raise ValueError("fwdpy.Region: end not a number")
 *         if math.isnan(weight):
 *             raise ValueError("fwdpy.Region: weight not a number")             # <<<<<<<<<<<<<<
 *         if weight < 0.0:
 *             raise ValueError("fwdpy.Region: weight < 0.0")
 */
  __pyx_tuple__28 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_weight_not_a_number); if (unlikely(!__pyx_tuple__28)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__28);
  __Pyx_GIVEREF(__pyx_tuple__28);

  /* "fwdpy/regions.pyx":54
 *             raise ValueError("fwdpy.Region: weight not a number")
 *         if weight < 0.0:
 *             raise ValueError("fwdpy.Region: weight < 0.0")             # <<<<<<<<<<<<<<
 *         self.b=float(beg)
 *         self.e=float(end)
 */
  __pyx_tuple__29 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Region_weight_0_0); if (unlikely(!__pyx_tuple__29)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__29);
  __Pyx_GIVEREF(__pyx_tuple__29);

  /* "fwdpy/regions.pyx":113
 *         """
 *         if math.isinf(h):
 *             raise ValueError("fwdpy.Sregion: h not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(h):
 *             raise ValueError("fwdpy.Segion: h not a number")
 */
  __pyx_tuple__30 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Sregion_h_not_finite); if (unlikely(!__pyx_tuple__30)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__30);
  __Pyx_GIVEREF(__pyx_tuple__30);

  /* "fwdpy/regions.pyx":115
 *             raise ValueError("fwdpy.Sregion: h not finite")
 *         if math.isnan(h):
 *             raise ValueError("fwdpy.Segion: h not a number")             # <<<<<<<<<<<<<<
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 */
  __pyx_tuple__31 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_Segion_h_not_a_number); if (unlikely(!__pyx_tuple__31)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__31);
  __Pyx_GIVEREF(__pyx_tuple__31);

  /* "fwdpy/regions.pyx":157
 *         """
 *         if math.isinf(mean):
 *             raise ValueError("fwdpy.GammaS: mean not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(shape):
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 */
  __pyx_tuple__33 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_GammaS_mean_not_finite); if (unlikely(!__pyx_tuple__33)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__33);
  __Pyx_GIVEREF(__pyx_tuple__33);

  /* "fwdpy/regions.pyx":159
 *             raise ValueError("fwdpy.GammaS: mean not finite")
 *         if math.isinf(shape):
 *             raise ValueError("fwdpy.GammaS: shape not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 */
  __pyx_tuple__34 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_GammaS_shape_not_finite); if (unlikely(!__pyx_tuple__34)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__34);
  __Pyx_GIVEREF(__pyx_tuple__34);

  /* "fwdpy/regions.pyx":161
 *             raise ValueError("fwdpy.GammaS: shape not finite")
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.GammaS: mean not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(shape):
 *             raise ValueError("fwdpy.GammaS: shape not a number")
 */
  __pyx_tuple__35 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_GammaS_mean_not_a_number); if (unlikely(!__pyx_tuple__35)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__35);
  __Pyx_GIVEREF(__pyx_tuple__35);

  /* "fwdpy/regions.pyx":163
 *             raise ValueError("fwdpy.GammaS: mean not a number")
 *         if math.isnan(shape):
 *             raise ValueError("fwdpy.GammaS: shape not a number")             # <<<<<<<<<<<<<<
 *         self.mean=float(mean)
 *         self.shape=float(shape)
 */
  __pyx_tuple__36 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_GammaS_shape_not_a_number); if (unlikely(!__pyx_tuple__36)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__36);
  __Pyx_GIVEREF(__pyx_tuple__36);

  /* "fwdpy/regions.pyx":205
 *         """
 *         if math.isinf(s):
 *             raise ValueError("fwdpy.ConstantS: s not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(s):
 *             raise ValueError("fwdpy.ConstantS: s not a number")
 */
  __pyx_tuple__37 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_ConstantS_s_not_finite); if (unlikely(!__pyx_tuple__37)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__37);
  __Pyx_GIVEREF(__pyx_tuple__37);

  /* "fwdpy/regions.pyx":207
 *             raise ValueError("fwdpy.ConstantS: s not finite")
 *         if math.isnan(s):
 *             raise ValueError("fwdpy.ConstantS: s not a number")             # <<<<<<<<<<<<<<
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 */
  __pyx_tuple__38 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_ConstantS_s_not_a_number); if (unlikely(!__pyx_tuple__38)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__38);
  __Pyx_GIVEREF(__pyx_tuple__38);

  /* "fwdpy/regions.pyx":250
 *         """
 *         if math.isinf(lo):
 *             raise ValueError("fwdpy.UniformS: lo not finite")             # <<<<<<<<<<<<<<
 *         if math.isinf(hi):
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 */
  __pyx_tuple__39 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_UniformS_lo_not_finite); if (unlikely(!__pyx_tuple__39)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__39);
  __Pyx_GIVEREF(__pyx_tuple__39);

  /* "fwdpy/regions.pyx":252
 *             raise ValueError("fwdpy.UniformS: lo not finite")
 *         if math.isinf(hi):
 *             raise ValueError("fwdpy.UniformS: hi not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(lo):
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 */
  __pyx_tuple__40 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_UniformS_hi_not_finite); if (unlikely(!__pyx_tuple__40)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__40);
  __Pyx_GIVEREF(__pyx_tuple__40);

  /* "fwdpy/regions.pyx":254
 *             raise ValueError("fwdpy.UniformS: hi not finite")
 *         if math.isnan(lo):
 *             raise ValueError("fwdpy.UniformS: lo not a number")             # <<<<<<<<<<<<<<
 *         if math.isnan(hi):
 *             raise ValueError("fwdpy.UniformS: hi not a number")
 */
  __pyx_tuple__41 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_UniformS_lo_not_a_number); if (unlikely(!__pyx_tuple__41)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__41);
  __Pyx_GIVEREF(__pyx_tuple__41);

  /* "fwdpy/regions.pyx":256
 *             raise ValueError("fwdpy.UniformS: lo not a number")
 *         if math.isnan(hi):
 *             raise ValueError("fwdpy.UniformS: hi not a number")             # <<<<<<<<<<<<<<
 *         self.lo=float(lo)
 *         self.hi=float(hi)
 */
  __pyx_tuple__42 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_UniformS_hi_not_a_number); if (unlikely(!__pyx_tuple__42)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__42);
  __Pyx_GIVEREF(__pyx_tuple__42);

  /* "fwdpy/regions.pyx":298
 *         """
 *         if math.isinf(mean):
 *             raise ValueError("fwdp.ExpS: mean not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.ExpS: mean not a number")
 */
  __pyx_tuple__43 = PyTuple_Pack(1, __pyx_kp_s_fwdp_ExpS_mean_not_finite); if (unlikely(!__pyx_tuple__43)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__43);
  __Pyx_GIVEREF(__pyx_tuple__43);

  /* "fwdpy/regions.pyx":300
 *             raise ValueError("fwdp.ExpS: mean not finite")
 *         if math.isnan(mean):
 *             raise ValueError("fwdpy.ExpS: mean not a number")             # <<<<<<<<<<<<<<
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 */
  __pyx_tuple__44 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_ExpS_mean_not_a_number); if (unlikely(!__pyx_tuple__44)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__44);
  __Pyx_GIVEREF(__pyx_tuple__44);

  /* "fwdpy/regions.pyx":343
 *         """
 *         if math.isinf(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not finite")             # <<<<<<<<<<<<<<
 *         if math.isnan(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not a number")
 */
  __pyx_tuple__45 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_GaussianS_sd_not_finite); if (unlikely(!__pyx_tuple__45)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__45);
  __Pyx_GIVEREF(__pyx_tuple__45);

  /* "fwdpy/regions.pyx":345
 *             raise ValueError("fwdpy.GaussianS: sd not finite")
 *         if math.isnan(sd):
 *             raise ValueError("fwdpy.GaussianS: sd not a number")             # <<<<<<<<<<<<<<
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 */
  __pyx_tuple__46 = PyTuple_Pack(1, __pyx_kp_s_fwdpy_GaussianS_sd_not_a_number); if (unlikely(!__pyx_tuple__46)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__46);
  __Pyx_GIVEREF(__pyx_tuple__46);

  /* "fwdpy/views.pyx":114
 * def view_mutations_metapop(metapop p,unsigned deme):
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_mutations: deme index out of range")             # <<<<<<<<<<<<<<
 *     #get the gametes from this population
 *     gams = view_gametes_metapop(p,deme)
 */
  __pyx_tuple__48 = PyTuple_Pack(1, __pyx_kp_s_view_mutations_deme_index_out_of); if (unlikely(!__pyx_tuple__48)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__48);
  __Pyx_GIVEREF(__pyx_tuple__48);

  /* "fwdpy/views.pyx":177
 *     elif isinstance(p,metapop):
 *         if deme is None:
 *             raise RuntimeError("view_mutations: deme cannot be none for metapops")             # <<<<<<<<<<<<<<
 *         return view_mutations_metapop(p,deme)
 *     else:
 */
  __pyx_tuple__49 = PyTuple_Pack(1, __pyx_kp_s_view_mutations_deme_cannot_be_no); if (unlikely(!__pyx_tuple__49)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__49);
  __Pyx_GIVEREF(__pyx_tuple__49);

  /* "fwdpy/views.pyx":180
 *         return view_mutations_metapop(p,deme)
 *     else:
 *         raise RuntimeError("view_mutations: unsupported object type")             # <<<<<<<<<<<<<<
 * 
 * def view_gametes_singlepop( singlepop p ):
 */
  __pyx_tuple__50 = PyTuple_Pack(1, __pyx_kp_s_view_mutations_unsupported_objec); if (unlikely(!__pyx_tuple__50)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__50);
  __Pyx_GIVEREF(__pyx_tuple__50);

  /* "fwdpy/views.pyx":200
 * def view_gametes_metapop( metapop p, unsigned deme ):
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")             # <<<<<<<<<<<<<<
 *     temp1 = view_diploids(p,list(range(p.mpop.get().diploids[deme].size())),deme)
 *     #Get unique list of haplotypes
 */
  __pyx_tuple__51 = PyTuple_Pack(1, __pyx_kp_s_view_gametes_deme_index_out_of_r); if (unlikely(!__pyx_tuple__51)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__51);
  __Pyx_GIVEREF(__pyx_tuple__51);

  /* "fwdpy/views.pyx":256
 *     elif isinstance(p,metapop):
 *         if deme is None:
 *             raise RuntimeError("view_gametes: deme cannot be None when p is a metapop")             # <<<<<<<<<<<<<<
 *         return view_gametes_metapop(p,deme)
 *     else:
 */
  __pyx_tuple__52 = PyTuple_Pack(1, __pyx_kp_s_view_gametes_deme_cannot_be_None); if (unlikely(!__pyx_tuple__52)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__52);
  __Pyx_GIVEREF(__pyx_tuple__52);

  /* "fwdpy/views.pyx":259
 *         return view_gametes_metapop(p,deme)
 *     else:
 *         raise RuntimeError("view_gametes: unsupported object type")             # <<<<<<<<<<<<<<
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):
 */
  __pyx_tuple__53 = PyTuple_Pack(1, __pyx_kp_s_view_gametes_unsupported_object); if (unlikely(!__pyx_tuple__53)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__53);
  __Pyx_GIVEREF(__pyx_tuple__53);

  /* "fwdpy/views.pyx":264
 *     for i in indlist:
 *         if i >= p.popsize():
 *             raise IndexError("index greater than population size")             # <<<<<<<<<<<<<<
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 * 
 */
  __pyx_tuple__54 = PyTuple_Pack(1, __pyx_kp_s_index_greater_than_population_si); if (unlikely(!__pyx_tuple__54)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__54);
  __Pyx_GIVEREF(__pyx_tuple__54);

  /* "fwdpy/views.pyx":287
 *         for ps in psizes:
 *             if i >= ps:
 *                 raise IndexError("index greater than deme size")             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_diploids: deme index out of range")
 */
  __pyx_tuple__55 = PyTuple_Pack(1, __pyx_kp_s_index_greater_than_deme_size); if (unlikely(!__pyx_tuple__55)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__55);
  __Pyx_GIVEREF(__pyx_tuple__55);

  /* "fwdpy/views.pyx":289
 *                 raise IndexError("index greater than deme size")
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_diploids: deme index out of range")             # <<<<<<<<<<<<<<
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 * 
 */
  __pyx_tuple__56 = PyTuple_Pack(1, __pyx_kp_s_view_diploids_deme_index_out_of); if (unlikely(!__pyx_tuple__56)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__56);
  __Pyx_GIVEREF(__pyx_tuple__56);

  /* "fwdpy/views.pyx":327
 *     elif isinstance(p,metapop):
 *         if deme is None:
 *             raise RuntimeError("view_diploids: deme index required for metapopulation")             # <<<<<<<<<<<<<<
 *         return view_diploids_metapop(p,indlist,deme)
 *     elif isinstance(p,popvec):
 */
  __pyx_tuple__57 = PyTuple_Pack(1, __pyx_kp_s_view_diploids_deme_index_require); if (unlikely(!__pyx_tuple__57)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__57);
  __Pyx_GIVEREF(__pyx_tuple__57);

  /* "fwdpy/views.pyx":332
 *         return view_diploids_popvec(p,indlist)
 *     else:
 *         raise RuntimeError("view_diploids: unsupported object type")             # <<<<<<<<<<<<<<
 * 
 * cdef diploid_view_to_sample_init_containers( list mutations, map[double,string] * rmap, list info, const size_t ttl_nsam ):
 */
  __pyx_tuple__58 = PyTuple_Pack(1, __pyx_kp_s_view_diploids_unsupported_object); if (unlikely(!__pyx_tuple__58)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__58);
  __Pyx_GIVEREF(__pyx_tuple__58);

  /* "fwdpy/views.pyx":351
 *         map_itr = data.find(mut['pos'])
 *         if map_itr == data.end():
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")             # <<<<<<<<<<<<<<
 *         if offset >= deref(map_itr).second.size():
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")
 */
  __pyx_tuple__59 = PyTuple_Pack(1, __pyx_kp_s_diploid_view_to_sample_fill_cont); if (unlikely(!__pyx_tuple__59)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__59);
  __Pyx_GIVEREF(__pyx_tuple__59);

  /* "fwdpy/views.pyx":353
 *             raise RuntimeError("diploid_view_to_sample_fill_containers_details: fatal error due to mutation position not being found")
 *         if offset >= deref(map_itr).second.size():
 *             raise IndexError("diploid_view_to_sample_fill_containers_details: offset out of range")             # <<<<<<<<<<<<<<
 *         deref(map_itr).second[offset]=derived
 * 
 */
  __pyx_tuple__60 = PyTuple_Pack(1, __pyx_kp_s_diploid_view_to_sample_fill_cont_2); if (unlikely(!__pyx_tuple__60)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 353; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__60);
  __Pyx_GIVEREF(__pyx_tuple__60);

  /* "fwdpy/views.pyx":366
 *         I+=1
 *     if I != len(view):
 *         raise RuntimeError("diploid_view_to_sample_fill_containers: indexing incorrect")             # <<<<<<<<<<<<<<
 * 
 * ctypedef vector[pair[double,string]].iterator vec_itr
 */
  __pyx_tuple__61 = PyTuple_Pack(1, __pyx_kp_s_diploid_view_to_sample_fill_cont_3); if (unlikely(!__pyx_tuple__61)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__61);
  __Pyx_GIVEREF(__pyx_tuple__61);

  /* "fwdpy/views.pyx":409
 *     cdef unsigned size_ = len(neutral_info)
 *     if neutral.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for neutral mutations")             # <<<<<<<<<<<<<<
 *     size_ = len(selected_info)
 *     if selected.size() != size_:
 */
  __pyx_tuple__62 = PyTuple_Pack(1, __pyx_kp_s_diploid_view_unequal_container_s); if (unlikely(!__pyx_tuple__62)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__62);
  __Pyx_GIVEREF(__pyx_tuple__62);

  /* "fwdpy/views.pyx":412
 *     size_ = len(selected_info)
 *     if selected.size() != size_:
 *         raise RuntimeError("diploid_view: unequal container sizes for selected mutations")             # <<<<<<<<<<<<<<
 *     diploid_view_to_sample_fill_containers(view,&neutral,&selected)
 * 
 */
  __pyx_tuple__63 = PyTuple_Pack(1, __pyx_kp_s_diploid_view_unequal_container_s_2); if (unlikely(!__pyx_tuple__63)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__63);
  __Pyx_GIVEREF(__pyx_tuple__63);

  /* "fwdpy/views.pyx":426
 *         neutral_df = pd.concat([pd.DataFrame(i,index=[0]) for i in neutral_info])
 *         neutral_df['index']=list(range(len(neutral_df.index)))
 *         neutral_df = neutral_df.set_index('index')             # <<<<<<<<<<<<<<
 * 
 *     selected_df = pd.DataFrame()
 */
  __pyx_tuple__64 = PyTuple_Pack(1, __pyx_n_s_index); if (unlikely(!__pyx_tuple__64)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__64);
  __Pyx_GIVEREF(__pyx_tuple__64);

  /* "fwdpy/views.pyx":432
 *         selected_df = pd.concat([pd.DataFrame(i,index=[0]) for i in selected_info])
 *         selected_df['index']=list(range(len(selected_df.index)))
 *         selected_df = selected_df.set_index('index')             # <<<<<<<<<<<<<<
 * 
 *     return {'neutral':vneutral,'selected':vselected,'neutral_info':neutral_df,'selected_info':selected_df}
 */
  __pyx_tuple__65 = PyTuple_Pack(1, __pyx_n_s_index); if (unlikely(!__pyx_tuple__65)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__65);
  __Pyx_GIVEREF(__pyx_tuple__65);

  /* "View.MemoryView":129
 * 
 *         if not self.ndim:
 *             raise ValueError("Empty shape tuple for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if itemsize <= 0:
 */
  __pyx_tuple__66 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__66)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__66);
  __Pyx_GIVEREF(__pyx_tuple__66);

  /* "View.MemoryView":132
 * 
 *         if itemsize <= 0:
 *             raise ValueError("itemsize <= 0 for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if not isinstance(format, bytes):
 */
  __pyx_tuple__67 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__67)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__67);
  __Pyx_GIVEREF(__pyx_tuple__67);

  /* "View.MemoryView":135
 * 
 *         if not isinstance(format, bytes):
 *             format = format.encode('ASCII')             # <<<<<<<<<<<<<<
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format
 */
  __pyx_tuple__68 = PyTuple_Pack(1, __pyx_n_s_ASCII); if (unlikely(!__pyx_tuple__68)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__68);
  __Pyx_GIVEREF(__pyx_tuple__68);

  /* "View.MemoryView":144
 * 
 *         if not self._shape:
 *             raise MemoryError("unable to allocate shape and strides.")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__69 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__69)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__69);
  __Pyx_GIVEREF(__pyx_tuple__69);

  /* "View.MemoryView":172
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")             # <<<<<<<<<<<<<<
 * 
 *             if self.dtype_is_object:
 */
  __pyx_tuple__70 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__70)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__70);
  __Pyx_GIVEREF(__pyx_tuple__70);

  /* "View.MemoryView":188
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")             # <<<<<<<<<<<<<<
 *         info.buf = self.data
 *         info.len = self.len
 */
  __pyx_tuple__71 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__71)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__71);
  __Pyx_GIVEREF(__pyx_tuple__71);

  /* "View.MemoryView":447
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")             # <<<<<<<<<<<<<<
 *         else:
 *             if len(self.view.format) == 1:
 */
  __pyx_tuple__72 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__72)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__72);
  __Pyx_GIVEREF(__pyx_tuple__72);

  /* "View.MemoryView":523
 *             if self.view.strides == NULL:
 * 
 *                 raise ValueError("Buffer view does not expose strides")             # <<<<<<<<<<<<<<
 * 
 *             return tuple([stride for stride in self.view.strides[:self.view.ndim]])
 */
  __pyx_tuple__73 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__73)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__73);
  __Pyx_GIVEREF(__pyx_tuple__73);

  /* "View.MemoryView":531
 *         def __get__(self):
 *             if self.view.suboffsets == NULL:
 *                 return (-1,) * self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *             return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]])
 */
  __pyx_tuple__74 = PyTuple_New(1); if (unlikely(!__pyx_tuple__74)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__74);
  __Pyx_INCREF(__pyx_int_neg_1);
  __Pyx_GIVEREF(__pyx_int_neg_1);
  PyTuple_SET_ITEM(__pyx_tuple__74, 0, __pyx_int_neg_1);
  __Pyx_GIVEREF(__pyx_tuple__74);

  /* "View.MemoryView":640
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))             # <<<<<<<<<<<<<<
 *                 seen_ellipsis = True
 *             else:
 */
  __pyx_slice__75 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__75)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 640; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__75);
  __Pyx_GIVEREF(__pyx_slice__75);

  /* "View.MemoryView":643
 *                 seen_ellipsis = True
 *             else:
 *                 result.append(slice(None))             # <<<<<<<<<<<<<<
 *             have_slices = True
 *         else:
 */
  __pyx_slice__76 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__76)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 643; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__76);
  __Pyx_GIVEREF(__pyx_slice__76);

  /* "View.MemoryView":654
 *     nslices = ndim - len(result)
 *     if nslices:
 *         result.extend([slice(None)] * nslices)             # <<<<<<<<<<<<<<
 * 
 *     return have_slices or nslices, tuple(result)
 */
  __pyx_slice__77 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__77)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__77);
  __Pyx_GIVEREF(__pyx_slice__77);

  /* "View.MemoryView":661
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 *             raise ValueError("Indirect dimensions not supported")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__78 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__78)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 661; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__78);
  __Pyx_GIVEREF(__pyx_tuple__78);

  /* "fwdpy/evolve_simple.pyx":1
 * def evolve_pops_t(GSLrng rng,int npops, int N, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Simulate populations under idealized Wright-Fisher model
 */
  __pyx_tuple__79 = PyTuple_Pack(7, __pyx_n_s_rng, __pyx_n_s_npops, __pyx_n_s_N, __pyx_n_s_nlist, __pyx_n_s_theta, __pyx_n_s_rho, __pyx_n_s_p); if (unlikely(!__pyx_tuple__79)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__79);
  __Pyx_GIVEREF(__pyx_tuple__79);
  __pyx_codeobj__80 = (PyObject*)__Pyx_PyCode_New(6, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__79, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol, __pyx_n_s_evolve_pops_t, 1, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__80)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/evolve_simple.pyx":23
 *     return p
 * 
 * def evolve_pops_more_t(GSLrng rng, popvec pops, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Continue evolving a set of populations
 */
  __pyx_tuple__81 = PyTuple_Pack(5, __pyx_n_s_rng, __pyx_n_s_pops, __pyx_n_s_nlist, __pyx_n_s_theta, __pyx_n_s_rho); if (unlikely(!__pyx_tuple__81)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__81);
  __Pyx_GIVEREF(__pyx_tuple__81);
  __pyx_codeobj__82 = (PyObject*)__Pyx_PyCode_New(5, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__81, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol, __pyx_n_s_evolve_pops_more_t, 23, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__82)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":34
 *     get_sh(ms_sample,pop.mpop.get(),s,h,p,a)
 * 
 * def ms_sample(GSLrng rng, poptype pop, int nsam, bint removeFixed = True):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */
  __pyx_tuple__83 = PyTuple_Pack(4, __pyx_n_s_rng, __pyx_n_s_pop, __pyx_n_s_nsam, __pyx_n_s_removeFixed); if (unlikely(!__pyx_tuple__83)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__83);
  __Pyx_GIVEREF(__pyx_tuple__83);
  __pyx_codeobj__84 = (PyObject*)__Pyx_PyCode_New(4, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__83, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_ms_sample, 34, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__84)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":57
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_samples(GSLrng rng, poptype pop, int nsam, bint removeFixed = True, deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */
  __pyx_tuple__85 = PyTuple_Pack(5, __pyx_n_s_rng, __pyx_n_s_pop, __pyx_n_s_nsam, __pyx_n_s_removeFixed, __pyx_n_s_deme); if (unlikely(!__pyx_tuple__85)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__85);
  __Pyx_GIVEREF(__pyx_tuple__85);
  __pyx_codeobj__86 = (PyObject*)__Pyx_PyCode_New(5, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__85, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_get_samples, 57, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__86)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":91
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_sample_details( sample_t ms_sample, poptype pop ):             # <<<<<<<<<<<<<<
 *     """
 *     Get additional details for population samples
 */
  __pyx_tuple__87 = PyTuple_Pack(6, __pyx_n_s_ms_sample, __pyx_n_s_pop, __pyx_n_s_h, __pyx_n_s_s, __pyx_n_s_p, __pyx_n_s_a); if (unlikely(!__pyx_tuple__87)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__87);
  __Pyx_GIVEREF(__pyx_tuple__87);
  __pyx_codeobj__88 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__87, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_get_sample_details, 91, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__88)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":122
 * 
 * ###### Functions for manipulating samples.
 * def nderived_site(tuple site):             # <<<<<<<<<<<<<<
 *     """
 *     Get the number of derived mutations at a site.
 */
  __pyx_tuple__89 = PyTuple_Pack(1, __pyx_n_s_site); if (unlikely(!__pyx_tuple__89)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__89);
  __Pyx_GIVEREF(__pyx_tuple__89);
  __pyx_codeobj__90 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__89, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_nderived_site, 122, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__90)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":146
 *     return str(site[1]).count('1')
 * 
 * def nderived( list sample ):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.nderived`
 */
  __pyx_tuple__91 = PyTuple_Pack(2, __pyx_n_s_sample, __pyx_n_s_i); if (unlikely(!__pyx_tuple__91)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__91);
  __Pyx_GIVEREF(__pyx_tuple__91);
  __pyx_codeobj__92 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__91, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_nderived, 146, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__92)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":163
 *     return [nderived_site(i) for i in sample]
 * 
 * def getfreq(tuple site,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Get mutation frequencies
 */
  __pyx_tuple__93 = PyTuple_Pack(4, __pyx_n_s_site, __pyx_n_s_derived, __pyx_n_s_o, __pyx_n_s_dfreq); if (unlikely(!__pyx_tuple__93)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__93);
  __Pyx_GIVEREF(__pyx_tuple__93);
  __pyx_codeobj__94 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__93, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_getfreq, 163, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__94)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":191
 *     return min(dfreq,1.0-dfreq)
 * 
 * def getfreqs(list sample,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.getfreq`
 */
  __pyx_tuple__95 = PyTuple_Pack(3, __pyx_n_s_sample, __pyx_n_s_derived, __pyx_n_s_i); if (unlikely(!__pyx_tuple__95)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__95);
  __Pyx_GIVEREF(__pyx_tuple__95);
  __pyx_codeobj__96 = (PyObject*)__Pyx_PyCode_New(2, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__95, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_getfreqs, 191, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__96)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/sampling.pyx":209
 *     return [getfreq(i,derived) for i in sample]
 * 
 * def freqfilter( list sample,             # <<<<<<<<<<<<<<
 *                 float minfreq,
 *                 bint derived = True ):
 */
  __pyx_tuple__97 = PyTuple_Pack(5, __pyx_n_s_sample, __pyx_n_s_minfreq, __pyx_n_s_derived, __pyx_n_s_rv, __pyx_n_s_i); if (unlikely(!__pyx_tuple__97)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__97);
  __Pyx_GIVEREF(__pyx_tuple__97);
  __pyx_codeobj__98 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__97, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_samp, __pyx_n_s_freqfilter, 209, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__98)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/evolve_regions.pyx":9
 * 
 * @cython.boundscheck(False)
 * def test_evolve_regions_async(GSLrng rng,             # <<<<<<<<<<<<<<
 *                               int npops,
 *                               unsigned[:] nlist,
 */
  __pyx_tuple__99 = PyTuple_Pack(15, __pyx_n_s_rng, __pyx_n_s_npops, __pyx_n_s_nlist, __pyx_n_s_mu_neutral, __pyx_n_s_mu_selected, __pyx_n_s_recrate, __pyx_n_s_nregions, __pyx_n_s_sregions, __pyx_n_s_recregions, __pyx_n_s_f, __pyx_n_s_track, __pyx_n_s_fitness, __pyx_n_s_listlen, __pyx_n_s_rmgr, __pyx_n_s_pops); if (unlikely(!__pyx_tuple__99)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__99);
  __Pyx_GIVEREF(__pyx_tuple__99);
  __pyx_codeobj__100 = (PyObject*)__Pyx_PyCode_New(12, 0, 15, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__99, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2, __pyx_n_s_test_evolve_regions_async, 9, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__100)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/evolve_regions.pyx":31
 * 
 * @cython.boundscheck(False)
 * def test_evolve_mpi(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */
  __pyx_tuple__101 = PyTuple_Pack(19, __pyx_n_s_rng, __pyx_n_s_npops, __pyx_n_s_N, __pyx_n_s_nlist, __pyx_n_s_mu_neutral, __pyx_n_s_mu_selected, __pyx_n_s_recrate, __pyx_n_s_nregions, __pyx_n_s_sregions, __pyx_n_s_recregions, __pyx_n_s_f, __pyx_n_s_track, __pyx_n_s_fitness, __pyx_n_s_pops, __pyx_n_s_listlen, __pyx_n_s_NP, __pyx_n_s_j, __pyx_n_s_popsize, __pyx_n_s_rmgr); if (unlikely(!__pyx_tuple__101)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__101);
  __Pyx_GIVEREF(__pyx_tuple__101);
  __pyx_codeobj__102 = (PyObject*)__Pyx_PyCode_New(13, 0, 19, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__101, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2, __pyx_n_s_test_evolve_mpi, 31, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__102)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/evolve_regions.pyx":57
 * 
 * @cython.boundscheck(False)
 * def evolve_regions(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */
  __pyx_tuple__103 = PyTuple_Pack(16, __pyx_n_s_rng, __pyx_n_s_npops, __pyx_n_s_N, __pyx_n_s_nlist, __pyx_n_s_mu_neutral, __pyx_n_s_mu_selected, __pyx_n_s_recrate, __pyx_n_s_nregions, __pyx_n_s_sregions, __pyx_n_s_recregions, __pyx_n_s_f, __pyx_n_s_track, __pyx_n_s_fitness, __pyx_n_s_pops, __pyx_n_s_rmgr, __pyx_n_s_listlen); if (unlikely(!__pyx_tuple__103)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__103);
  __Pyx_GIVEREF(__pyx_tuple__103);
  __pyx_codeobj__104 = (PyObject*)__Pyx_PyCode_New(13, 0, 16, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__103, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2, __pyx_n_s_evolve_regions, 57, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__104)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/evolve_regions.pyx":135
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_more(GSLrng rng,             # <<<<<<<<<<<<<<
 *                         popvec pops,
 *                         unsigned[:] nlist,
 */
  __pyx_tuple__105 = PyTuple_Pack(14, __pyx_n_s_rng, __pyx_n_s_pops, __pyx_n_s_nlist, __pyx_n_s_mu_neutral, __pyx_n_s_mu_selected, __pyx_n_s_recrate, __pyx_n_s_nregions, __pyx_n_s_sregions, __pyx_n_s_recregions, __pyx_n_s_f, __pyx_n_s_track, __pyx_n_s_fitness, __pyx_n_s_rmgr, __pyx_n_s_listlen); if (unlikely(!__pyx_tuple__105)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__105);
  __Pyx_GIVEREF(__pyx_tuple__105);
  __pyx_codeobj__106 = (PyObject*)__Pyx_PyCode_New(12, 0, 14, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__105, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2, __pyx_n_s_evolve_regions_more, 135, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__106)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/evolve_regions.pyx":197
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_split(GSLrng rng,             # <<<<<<<<<<<<<<
 *                             popvec pops,
 *                             unsigned[:] nlist1,
 */
  __pyx_tuple__107 = PyTuple_Pack(18, __pyx_n_s_rng, __pyx_n_s_pops, __pyx_n_s_nlist1, __pyx_n_s_nlist2, __pyx_n_s_mu_neutral, __pyx_n_s_mu_selected, __pyx_n_s_recrate, __pyx_n_s_nregions, __pyx_n_s_sregions, __pyx_n_s_recregions, __pyx_n_s_fs, __pyx_n_s_fitness, __pyx_n_s_i, __pyx_n_s_mpv, __pyx_n_s_tt, __pyx_n_s_rmgr, __pyx_n_s_listlen1, __pyx_n_s_listlen2); if (unlikely(!__pyx_tuple__107)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__107);
  __Pyx_GIVEREF(__pyx_tuple__107);
  __pyx_codeobj__108 = (PyObject*)__Pyx_PyCode_New(12, 0, 18, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__107, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_evol_2, __pyx_n_s_evolve_regions_split, 197, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__108)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":19
 *         * :class:`fwdpy.fwdpy.Sregion`
 *     """
 *     def __init__(self,float beg,float end,float weight,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__109 = PyTuple_Pack(5, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__109)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__109);
  __Pyx_GIVEREF(__pyx_tuple__109);
  __pyx_codeobj__110 = (PyObject*)__Pyx_PyCode_New(5, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__109, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 19, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__110)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_tuple__111 = PyTuple_Pack(1, ((PyObject *)Py_True)); if (unlikely(!__pyx_tuple__111)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__111);
  __Pyx_GIVEREF(__pyx_tuple__111);

  /* "fwdpy/regions.pyx":61
 *         if self.c is True:
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         bstr="{:.9f}".format(self.b)
 *         estr="{:.9f}".format(self.e)
 */
  __pyx_tuple__112 = PyTuple_Pack(4, __pyx_n_s_self, __pyx_n_s_bstr, __pyx_n_s_estr, __pyx_n_s_wstr); if (unlikely(!__pyx_tuple__112)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__112);
  __Pyx_GIVEREF(__pyx_tuple__112);
  __pyx_codeobj__113 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__112, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 61, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__113)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":89
 *        :class:`fwdpy.fwdpy.GaussianS`
 *     """
 *     def __init__(self,float beg,float end,float weight,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__114 = PyTuple_Pack(6, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_h, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__114)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__114);
  __Pyx_GIVEREF(__pyx_tuple__114);
  __pyx_codeobj__115 = (PyObject*)__Pyx_PyCode_New(6, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__114, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 89, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__115)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":118
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 * 
 */
  __pyx_tuple__116 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__116)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__116);
  __Pyx_GIVEREF(__pyx_tuple__116);
  __pyx_codeobj__117 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__116, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 118, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__117)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":135
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float shape,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__118 = PyTuple_Pack(8, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_mean, __pyx_n_s_shape, __pyx_n_s_h, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__118)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__118);
  __Pyx_GIVEREF(__pyx_tuple__118);
  __pyx_codeobj__119 = (PyObject*)__Pyx_PyCode_New(8, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__118, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 135, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__119)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":167
 *         self.shape=float(shape)
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 * 
 */
  __pyx_tuple__120 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__120)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__120);
  __Pyx_GIVEREF(__pyx_tuple__120);
  __pyx_codeobj__121 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__120, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 167, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__121)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":183
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float s,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__122 = PyTuple_Pack(7, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_s, __pyx_n_s_h, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__122)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__122);
  __Pyx_GIVEREF(__pyx_tuple__122);
  __pyx_codeobj__123 = (PyObject*)__Pyx_PyCode_New(7, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__122, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 183, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__123)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":210
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 * 
 */
  __pyx_tuple__124 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__124)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__124);
  __Pyx_GIVEREF(__pyx_tuple__124);
  __pyx_codeobj__125 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__124, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 210, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__125)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":227
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float lo,float hi,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__126 = PyTuple_Pack(8, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_lo, __pyx_n_s_hi, __pyx_n_s_h, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__126)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__126);
  __Pyx_GIVEREF(__pyx_tuple__126);
  __pyx_codeobj__127 = (PyObject*)__Pyx_PyCode_New(8, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__126, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 227, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__127)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":260
 *         self.hi=float(hi)
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 * 
 */
  __pyx_tuple__128 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__128)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__128);
  __Pyx_GIVEREF(__pyx_tuple__128);
  __pyx_codeobj__129 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__128, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 260, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__129)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":276
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__130 = PyTuple_Pack(7, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_mean, __pyx_n_s_h, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__130)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__130);
  __Pyx_GIVEREF(__pyx_tuple__130);
  __pyx_codeobj__131 = (PyObject*)__Pyx_PyCode_New(7, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__130, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 276, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__131)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":303
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 * 
 */
  __pyx_tuple__132 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__132)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__132);
  __Pyx_GIVEREF(__pyx_tuple__132);
  __pyx_codeobj__133 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__132, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 303, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__133)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":321
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float sd,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_tuple__134 = PyTuple_Pack(7, __pyx_n_s_self, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_weight, __pyx_n_s_sd, __pyx_n_s_h, __pyx_n_s_coupled); if (unlikely(!__pyx_tuple__134)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__134);
  __Pyx_GIVEREF(__pyx_tuple__134);
  __pyx_codeobj__135 = (PyObject*)__Pyx_PyCode_New(7, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__134, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_init, 321, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__135)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/regions.pyx":348
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gaussian DFE, s.d. = "+"{:.9f}".format(self.sd)+", "+super(GaussianS,self).__str__()
 */
  __pyx_tuple__136 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__136)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__136);
  __Pyx_GIVEREF(__pyx_tuple__136);
  __pyx_codeobj__137 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__136, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_regi, __pyx_n_s_str, 348, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__137)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/slim.pyx":6
 * #Implementation details found in internal/slim.pyx
 * 
 * def readslim(const char * filename):             # <<<<<<<<<<<<<<
 *     """
 *     Process a "SLiM" input file.
 */
  __pyx_tuple__138 = PyTuple_Pack(10, __pyx_n_s_filename, __pyx_n_s_filename, __pyx_n_s_f, __pyx_n_s_lines, __pyx_n_s_mtypes, __pyx_n_s_recdata, __pyx_n_s_gtypes, __pyx_n_s_mutrate, __pyx_n_s_org, __pyx_n_s_i); if (unlikely(!__pyx_tuple__138)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__138);
  __Pyx_GIVEREF(__pyx_tuple__138);
  __pyx_codeobj__139 = (PyObject*)__Pyx_PyCode_New(1, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__138, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_slim, __pyx_n_s_readslim, 6, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__139)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/trajectories.pyx":1
 * def trajectories( singlepop pop, int minsojourn = 0, double minfreq = 0.):             # <<<<<<<<<<<<<<
 *     """
 *     Get the frequency trajectories of (non-neutral) mutations.
 */
  __pyx_tuple__140 = PyTuple_Pack(3, __pyx_n_s_pop, __pyx_n_s_minsojourn, __pyx_n_s_minfreq); if (unlikely(!__pyx_tuple__140)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__140);
  __Pyx_GIVEREF(__pyx_tuple__140);
  __pyx_codeobj__141 = (PyObject*)__Pyx_PyCode_New(3, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__140, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_traj, __pyx_n_s_trajectories, 1, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__141)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/copy.pyx":3
 * import fwdpyio as fpio
 * 
 * def copypop(poptype pop):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */
  __pyx_tuple__142 = PyTuple_Pack(2, __pyx_n_s_pop, __pyx_n_s_s); if (unlikely(!__pyx_tuple__142)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__142);
  __Pyx_GIVEREF(__pyx_tuple__142);
  __pyx_codeobj__143 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__142, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_copy, __pyx_n_s_copypop, 3, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__143)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/copy.pyx":21
 *         raise RuntimeError("fwdpy.copypop: poptype "+str(type(pop))+" is not supported")
 * 
 * def copypops(popcont pops):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */
  __pyx_tuple__144 = PyTuple_Pack(3, __pyx_n_s_pops, __pyx_n_s_s, __pyx_n_s_pop); if (unlikely(!__pyx_tuple__144)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__144);
  __Pyx_GIVEREF(__pyx_tuple__144);
  __pyx_codeobj__145 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__144, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_copy, __pyx_n_s_copypops, 21, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__145)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":92
 *     return rv
 * 
 * def view_mutations_singlepop(singlepop p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg = p.pop.get().mutations.begin()
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 */
  __pyx_tuple__146 = PyTuple_Pack(4, __pyx_n_s_p, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_rv); if (unlikely(!__pyx_tuple__146)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__146);
  __Pyx_GIVEREF(__pyx_tuple__146);
  __pyx_codeobj__147 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__146, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_mutations_singlepop, 92, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__147)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":100
 *     return rv
 * 
 * def view_mutations_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg,end
 *     cdef vector[vector[popgen_mut_data]] rv;
 */
  __pyx_tuple__148 = PyTuple_Pack(6, __pyx_n_s_p, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_rv, __pyx_n_s_npops, __pyx_n_s_i); if (unlikely(!__pyx_tuple__148)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__148);
  __Pyx_GIVEREF(__pyx_tuple__148);
  __pyx_codeobj__149 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__148, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_mutations_popvec, 100, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__149)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":112
 *     return rv
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_mutations: deme index out of range")
 */
  __pyx_tuple__150 = PyTuple_Pack(10, __pyx_n_s_p, __pyx_n_s_deme, __pyx_n_s_gams, __pyx_n_s_allmuts, __pyx_n_s_umuts, __pyx_n_s_g, __pyx_n_s_m, __pyx_n_s_rv, __pyx_n_s_dummy, __pyx_n_s_i); if (unlikely(!__pyx_tuple__150)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__150);
  __Pyx_GIVEREF(__pyx_tuple__150);
  __pyx_codeobj__151 = (PyObject*)__Pyx_PyCode_New(2, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__150, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_mutations_metapop, 112, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__151)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":138
 *     return rv
 * 
 * def view_mutations( object p, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all mutations in the population
 */
  __pyx_tuple__152 = PyTuple_Pack(2, __pyx_n_s_p, __pyx_n_s_deme); if (unlikely(!__pyx_tuple__152)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__152);
  __Pyx_GIVEREF(__pyx_tuple__152);
  __pyx_codeobj__153 = (PyObject*)__Pyx_PyCode_New(2, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__152, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_mutations, 138, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__153)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":182
 *         raise RuntimeError("view_mutations: unsupported object type")
 * 
 * def view_gametes_singlepop( singlepop p ):             # <<<<<<<<<<<<<<
 *     #cdef gcont_t_itr beg = p.pop.get().gametes.begin()
 *     #cdef gcont_t_itr end = p.pop.get().gametes.end()
 */
  __pyx_tuple__154 = PyTuple_Pack(1, __pyx_n_s_p); if (unlikely(!__pyx_tuple__154)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__154);
  __Pyx_GIVEREF(__pyx_tuple__154);
  __pyx_codeobj__155 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__154, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_gametes_singlepop, 182, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__155)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":187
 *     return view_gametes_details(p.pop.get())
 * 
 * def view_gametes_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef:
 *         gcont_t_itr beg,end
 */
  __pyx_tuple__156 = PyTuple_Pack(6, __pyx_n_s_p, __pyx_n_s_beg, __pyx_n_s_end, __pyx_n_s_npops, __pyx_n_s_i, __pyx_n_s_rv); if (unlikely(!__pyx_tuple__156)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__156);
  __Pyx_GIVEREF(__pyx_tuple__156);
  __pyx_codeobj__157 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__156, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_gametes_popvec, 187, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__157)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":198
 *         rv[i]=view_gametes_details(p.pops[i].get())
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")
 */
  __pyx_tuple__158 = PyTuple_Pack(7, __pyx_n_s_p, __pyx_n_s_deme, __pyx_n_s_temp1, __pyx_n_s_unique_gams, __pyx_n_s_allgams, __pyx_n_s_i, __pyx_n_s_dummy); if (unlikely(!__pyx_tuple__158)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__158);
  __Pyx_GIVEREF(__pyx_tuple__158);
  __pyx_codeobj__159 = (PyObject*)__Pyx_PyCode_New(2, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__158, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_gametes_metapop, 198, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__159)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":221
 *     return temp1
 * 
 * def view_gametes( object p ,deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all gametes in the population
 */
  __pyx_tuple__160 = PyTuple_Pack(2, __pyx_n_s_p, __pyx_n_s_deme); if (unlikely(!__pyx_tuple__160)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__160);
  __Pyx_GIVEREF(__pyx_tuple__160);
  __pyx_codeobj__161 = (PyObject*)__Pyx_PyCode_New(2, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__160, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_gametes, 221, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__161)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":261
 *         raise RuntimeError("view_gametes: unsupported object type")
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):             # <<<<<<<<<<<<<<
 *     for i in indlist:
 *         if i >= p.popsize():
 */
  __pyx_tuple__162 = PyTuple_Pack(3, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_i); if (unlikely(!__pyx_tuple__162)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__162);
  __Pyx_GIVEREF(__pyx_tuple__162);
  __pyx_codeobj__163 = (PyObject*)__Pyx_PyCode_New(2, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__162, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids_singlepop, 261, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__163)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":267
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 * 
 * def view_diploids_popvec( popvec p, list indlist ):             # <<<<<<<<<<<<<<
 *     cdef int npops = len(p),i
 *     cdef vector[vector[diploid_data]] rv
 */
  __pyx_tuple__164 = PyTuple_Pack(6, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_npops, __pyx_n_s_i, __pyx_n_s_rv, __pyx_n_s_il); if (unlikely(!__pyx_tuple__164)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__164);
  __Pyx_GIVEREF(__pyx_tuple__164);
  __pyx_codeobj__165 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__164, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids_popvec, 267, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__165)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":282
 *     return rv
 * 
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):             # <<<<<<<<<<<<<<
 *     psizes = p.popsizes()
 *     for i in indlist:
 */
  __pyx_tuple__166 = PyTuple_Pack(6, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_deme, __pyx_n_s_psizes, __pyx_n_s_i, __pyx_n_s_ps); if (unlikely(!__pyx_tuple__166)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__166);
  __Pyx_GIVEREF(__pyx_tuple__166);
  __pyx_codeobj__167 = (PyObject*)__Pyx_PyCode_New(3, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__166, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids_metapop, 282, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__167)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":292
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 * 
 * def view_diploids( object p, list indlist, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */
  __pyx_tuple__168 = PyTuple_Pack(3, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_deme); if (unlikely(!__pyx_tuple__168)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__168);
  __Pyx_GIVEREF(__pyx_tuple__168);
  __pyx_codeobj__169 = (PyObject*)__Pyx_PyCode_New(3, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__168, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids, 292, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__169)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":376
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))
 * 
 * def diploid_view_to_sample(list view):             # <<<<<<<<<<<<<<
 *     """
 *     Convert a "view" of diploids into the data types returned from :func:`fwdpy.fwdpy.get_samples`
 */
  __pyx_tuple__170 = PyTuple_Pack(16, __pyx_n_s_view, __pyx_n_s_ttl_nsam, __pyx_n_s_neutral, __pyx_n_s_selected, __pyx_n_s_map_itr, __pyx_n_s_neutral_info, __pyx_n_s_selected_info, __pyx_n_s_ancestral, __pyx_n_s_derived, __pyx_n_s_dip, __pyx_n_s_size_2, __pyx_n_s_vneutral, __pyx_n_s_vselected, __pyx_n_s_neutral_df, __pyx_n_s_selected_df, __pyx_n_s_i); if (unlikely(!__pyx_tuple__170)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__170);
  __Pyx_GIVEREF(__pyx_tuple__170);
  __pyx_codeobj__171 = (PyObject*)__Pyx_PyCode_New(1, 0, 16, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__170, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_diploid_view_to_sample, 376, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__171)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":507
 *         inc(beg)
 * 
 * def view_diploids_pd_popvec( popvec p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     cdef unsigned npops = p.pops.size()
 *     cdef int i
 */
  __pyx_tuple__172 = PyTuple_Pack(6, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_selectedOnly, __pyx_n_s_npops, __pyx_n_s_i, __pyx_n_s_rv); if (unlikely(!__pyx_tuple__172)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__172);
  __Pyx_GIVEREF(__pyx_tuple__172);
  __pyx_codeobj__173 = (PyObject*)__Pyx_PyCode_New(3, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__172, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids_pd_popvec, 507, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__173)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":516
 *     return rv
 * 
 * def view_diploids_pd_singlepop( singlepop p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 */
  __pyx_tuple__174 = PyTuple_Pack(3, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_selectedOnly); if (unlikely(!__pyx_tuple__174)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__174);
  __Pyx_GIVEREF(__pyx_tuple__174);
  __pyx_codeobj__175 = (PyObject*)__Pyx_PyCode_New(3, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__174, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids_pd_singlepop, 516, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__175)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/views.pyx":519
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 * def view_diploids_pd( object p, list indlist, bint selectedOnly = True ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */
  __pyx_tuple__176 = PyTuple_Pack(4, __pyx_n_s_p, __pyx_n_s_indlist, __pyx_n_s_selectedOnly, __pyx_n_s_i); if (unlikely(!__pyx_tuple__176)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__176);
  __Pyx_GIVEREF(__pyx_tuple__176);
  __pyx_codeobj__177 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__176, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_view, __pyx_n_s_view_diploids_pd, 519, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__177)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/fwdpy.pyx":20
 * include "views.pyx"
 * 
 * def pkg_dependencies():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of dependencies.
 */
  __pyx_tuple__178 = PyTuple_Pack(1, __pyx_n_s_deps); if (unlikely(!__pyx_tuple__178)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__178);
  __Pyx_GIVEREF(__pyx_tuple__178);
  __pyx_codeobj__179 = (PyObject*)__Pyx_PyCode_New(0, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__178, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_fwdp, __pyx_n_s_pkg_dependencies, 20, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__179)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "fwdpy/fwdpy.pyx":31
 *     return ({'fwdpp':deps[0],'GSL':deps[1]})
 * 
 * def pkg_version():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of this package
 */
  __pyx_tuple__180 = PyTuple_Pack(1, __pyx_n_s_v); if (unlikely(!__pyx_tuple__180)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__180);
  __Pyx_GIVEREF(__pyx_tuple__180);
  __pyx_codeobj__181 = (PyObject*)__Pyx_PyCode_New(0, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__180, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_kevin_src_fwdpy_fwdpy_fwdp, __pyx_n_s_pkg_version, 31, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__181)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":278
 *         return self.name
 * 
 * cdef generic = Enum("<strided and direct or indirect>")             # <<<<<<<<<<<<<<
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")
 */
  __pyx_tuple__182 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__182)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__182);
  __Pyx_GIVEREF(__pyx_tuple__182);

  /* "View.MemoryView":279
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default             # <<<<<<<<<<<<<<
 * cdef indirect = Enum("<strided and indirect>")
 * 
 */
  __pyx_tuple__183 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__183)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__183);
  __Pyx_GIVEREF(__pyx_tuple__183);

  /* "View.MemoryView":280
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__184 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__184)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__184);
  __Pyx_GIVEREF(__pyx_tuple__184);

  /* "View.MemoryView":283
 * 
 * 
 * cdef contiguous = Enum("<contiguous and direct>")             # <<<<<<<<<<<<<<
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")
 * 
 */
  __pyx_tuple__185 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__185)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__185);
  __Pyx_GIVEREF(__pyx_tuple__185);

  /* "View.MemoryView":284
 * 
 * cdef contiguous = Enum("<contiguous and direct>")
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__186 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__186)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__186);
  __Pyx_GIVEREF(__pyx_tuple__186);
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_InitGlobals(void) {
  /* InitThreads.init */
  #ifdef WITH_THREAD
PyEval_InitThreads();
#endif

if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  return 0;
  __pyx_L1_error:;
  return -1;
}

#if PY_MAJOR_VERSION < 3
PyMODINIT_FUNC initfwdpy(void); /*proto*/
PyMODINIT_FUNC initfwdpy(void)
#else
PyMODINIT_FUNC PyInit_fwdpy(void); /*proto*/
PyMODINIT_FUNC PyInit_fwdpy(void)
#endif
{
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  #if CYTHON_REFNANNY
  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
  if (!__Pyx_RefNanny) {
      PyErr_Clear();
      __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
      if (!__Pyx_RefNanny)
          Py_FatalError("failed to import 'refnanny' module");
  }
  #endif
  __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit_fwdpy(void)", 0);
  if (__Pyx_check_binary_version() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #ifdef __Pyx_CyFunction_USED
  if (__pyx_CyFunction_init() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_FusedFunction_USED
  if (__pyx_FusedFunction_init() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_Coroutine_USED
  if (__pyx_Coroutine_init() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_Generator_USED
  if (__pyx_Generator_init() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_StopAsyncIteration_USED
  if (__pyx_StopAsyncIteration_init() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  /*--- Library function declarations ---*/
  /*--- Threads initialization code ---*/
  #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
  #ifdef WITH_THREAD /* Python build with threading support? */
  PyEval_InitThreads();
  #endif
  #endif
  /*--- Module creation code ---*/
  #if PY_MAJOR_VERSION < 3
  __pyx_m = Py_InitModule4("fwdpy", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
  #else
  __pyx_m = PyModule_Create(&__pyx_moduledef);
  #endif
  if (unlikely(!__pyx_m)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  Py_INCREF(__pyx_d);
  __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if CYTHON_COMPILING_IN_PYPY
  Py_INCREF(__pyx_b);
  #endif
  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  /*--- Initialize various global constants etc. ---*/
  if (__Pyx_InitGlobals() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
  if (__Pyx_init_sys_getdefaultencoding_params() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  if (__pyx_module_is_main_fwdpy__fwdpy) {
    if (PyObject_SetAttrString(__pyx_m, "__name__", __pyx_n_s_main) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!PyDict_GetItemString(modules, "fwdpy.fwdpy")) {
      if (unlikely(PyDict_SetItemString(modules, "fwdpy.fwdpy", __pyx_m) < 0)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif
  /*--- Builtin init code ---*/
  if (__Pyx_InitCachedBuiltins() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Constants init code ---*/
  if (__Pyx_InitCachedConstants() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Global init code ---*/
  generic = Py_None; Py_INCREF(Py_None);
  strided = Py_None; Py_INCREF(Py_None);
  indirect = Py_None; Py_INCREF(Py_None);
  contiguous = Py_None; Py_INCREF(Py_None);
  indirect_contiguous = Py_None; Py_INCREF(Py_None);
  /*--- Variable export code ---*/
  /*--- Function export code ---*/
  if (__Pyx_ExportFunction("get_mutation", (void (*)(void))__pyx_f_5fwdpy_5fwdpy_get_mutation, "struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data (KTfwd::popgenmut const &, size_t)") < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__Pyx_ExportFunction("get_gamete", (void (*)(void))__pyx_f_5fwdpy_5fwdpy_get_gamete, "struct __pyx_t_5fwdpy_5fwdpy_gamete_data (fwdpy::gamete_t const &, fwdpy::mcont_t const &, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &)") < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__Pyx_ExportFunction("get_diploid", (void (*)(void))__pyx_f_5fwdpy_5fwdpy_get_diploid, "struct __pyx_t_5fwdpy_5fwdpy_diploid_data (fwdpy::diploid_t const &, fwdpy::gcont_t const &, fwdpy::mcont_t const &, __pyx_t_5fwdpy_5fwdpy_mcounts_cont_t const &)") < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Type init code ---*/
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_poptype) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_poptype.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "poptype", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_poptype) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_poptype = &__pyx_type_5fwdpy_5fwdpy_poptype;
  __pyx_vtabptr_5fwdpy_5fwdpy_singlepop = &__pyx_vtable_5fwdpy_5fwdpy_singlepop;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop.gen = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_9singlepop_gen;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop.popsize = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_9singlepop_popsize;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop.sane = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_9singlepop_sane;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop.clearTraj = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_9singlepop_clearTraj;
  __pyx_type_5fwdpy_5fwdpy_singlepop.tp_base = __pyx_ptype_5fwdpy_5fwdpy_poptype;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_singlepop) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_singlepop.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_5fwdpy_5fwdpy_singlepop.tp_dict, __pyx_vtabptr_5fwdpy_5fwdpy_singlepop) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "singlepop", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_singlepop) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_singlepop = &__pyx_type_5fwdpy_5fwdpy_singlepop;
  __pyx_vtabptr_5fwdpy_5fwdpy_metapop = &__pyx_vtable_5fwdpy_5fwdpy_metapop;
  __pyx_vtable_5fwdpy_5fwdpy_metapop.gen = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_7metapop_gen;
  __pyx_vtable_5fwdpy_5fwdpy_metapop.popsizes = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_7metapop_popsizes;
  __pyx_vtable_5fwdpy_5fwdpy_metapop.sane = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_metapop *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_7metapop_sane;
  __pyx_type_5fwdpy_5fwdpy_metapop.tp_base = __pyx_ptype_5fwdpy_5fwdpy_poptype;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_metapop) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_metapop.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_5fwdpy_5fwdpy_metapop.tp_dict, __pyx_vtabptr_5fwdpy_5fwdpy_metapop) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "metapop", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_metapop) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_metapop = &__pyx_type_5fwdpy_5fwdpy_metapop;
  __pyx_vtabptr_5fwdpy_5fwdpy_singlepop_gm_vec = &__pyx_vtable_5fwdpy_5fwdpy_singlepop_gm_vec;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop_gm_vec.gen = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_gen;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop_gm_vec.popsize = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_popsize;
  __pyx_vtable_5fwdpy_5fwdpy_singlepop_gm_vec.sane = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_singlepop_gm_vec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_16singlepop_gm_vec_sane;
  __pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec.tp_base = __pyx_ptype_5fwdpy_5fwdpy_poptype;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec.tp_dict, __pyx_vtabptr_5fwdpy_5fwdpy_singlepop_gm_vec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "singlepop_gm_vec", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_singlepop_gm_vec = &__pyx_type_5fwdpy_5fwdpy_singlepop_gm_vec;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_popcont) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_popcont.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "popcont", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_popcont) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_popcont = &__pyx_type_5fwdpy_5fwdpy_popcont;
  __pyx_vtabptr_5fwdpy_5fwdpy_popvec = &__pyx_vtable_5fwdpy_5fwdpy_popvec;
  __pyx_vtable_5fwdpy_5fwdpy_popvec.size = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_popvec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_6popvec_size;
  __pyx_vtable_5fwdpy_5fwdpy_popvec.reset = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_popvec *, std::vector<std::shared_ptr<fwdpy::singlepop_t> >  const ))__pyx_f_5fwdpy_5fwdpy_6popvec_reset;
  __pyx_vtable_5fwdpy_5fwdpy_popvec.append = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_popvec *, struct __pyx_obj_5fwdpy_5fwdpy_popvec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_6popvec_append;
  __pyx_type_5fwdpy_5fwdpy_popvec.tp_base = __pyx_ptype_5fwdpy_5fwdpy_popcont;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_popvec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_popvec.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_5fwdpy_5fwdpy_popvec.tp_dict, __pyx_vtabptr_5fwdpy_5fwdpy_popvec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "popvec", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_popvec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_popvec = &__pyx_type_5fwdpy_5fwdpy_popvec;
  __pyx_vtabptr_5fwdpy_5fwdpy_popvec_gmv = &__pyx_vtable_5fwdpy_5fwdpy_popvec_gmv;
  __pyx_vtable_5fwdpy_5fwdpy_popvec_gmv.size = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_10popvec_gmv_size;
  __pyx_vtable_5fwdpy_5fwdpy_popvec_gmv.reset = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_popvec_gmv *, std::vector<std::shared_ptr<fwdpy::singlepop_gm_vec_t> >  const ))__pyx_f_5fwdpy_5fwdpy_10popvec_gmv_reset;
  __pyx_type_5fwdpy_5fwdpy_popvec_gmv.tp_base = __pyx_ptype_5fwdpy_5fwdpy_popcont;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_popvec_gmv) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_popvec_gmv.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_5fwdpy_5fwdpy_popvec_gmv.tp_dict, __pyx_vtabptr_5fwdpy_5fwdpy_popvec_gmv) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "popvec_gmv", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_popvec_gmv) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_popvec_gmv = &__pyx_type_5fwdpy_5fwdpy_popvec_gmv;
  __pyx_vtabptr_5fwdpy_5fwdpy_mpopvec = &__pyx_vtable_5fwdpy_5fwdpy_mpopvec;
  __pyx_vtable_5fwdpy_5fwdpy_mpopvec.size = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_7mpopvec_size;
  __pyx_vtable_5fwdpy_5fwdpy_mpopvec.reset = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, std::vector<std::shared_ptr<fwdpy::metapop_t> >  const &))__pyx_f_5fwdpy_5fwdpy_7mpopvec_reset;
  __pyx_vtable_5fwdpy_5fwdpy_mpopvec.append = (PyObject *(*)(struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, struct __pyx_obj_5fwdpy_5fwdpy_mpopvec *, int __pyx_skip_dispatch))__pyx_f_5fwdpy_5fwdpy_7mpopvec_append;
  __pyx_type_5fwdpy_5fwdpy_mpopvec.tp_base = __pyx_ptype_5fwdpy_5fwdpy_popcont;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_mpopvec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_mpopvec.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_5fwdpy_5fwdpy_mpopvec.tp_dict, __pyx_vtabptr_5fwdpy_5fwdpy_mpopvec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "mpopvec", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_mpopvec) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_mpopvec = &__pyx_type_5fwdpy_5fwdpy_mpopvec;
  if (PyType_Ready(&__pyx_type_5fwdpy_5fwdpy_GSLrng) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_5fwdpy_5fwdpy_GSLrng.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "GSLrng", (PyObject *)&__pyx_type_5fwdpy_5fwdpy_GSLrng) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_5fwdpy_GSLrng = &__pyx_type_5fwdpy_5fwdpy_GSLrng;
  if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_array.tp_print = 0;
  __pyx_array_type = &__pyx_type___pyx_array;
  if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_MemviewEnum.tp_print = 0;
  __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum;
  __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview;
  __pyx_vtable_memoryview.get_item_pointer = (char *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_get_item_pointer;
  __pyx_vtable_memoryview.is_slice = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_is_slice;
  __pyx_vtable_memoryview.setitem_slice_assignment = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_slice_assignment;
  __pyx_vtable_memoryview.setitem_slice_assign_scalar = (PyObject *(*)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_setitem_slice_assign_scalar;
  __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed;
  __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object;
  __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object;
  if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_memoryview.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_memoryview_type = &__pyx_type___pyx_memoryview;
  __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice;
  __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview;
  __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object;
  __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object;
  __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type;
  if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_memoryviewslice.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 923; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice;
  /*--- Type import code ---*/
  __pyx_ptype_5fwdpy_8internal_8internal_shwrappervec = __Pyx_ImportType("fwdpy.internal.internal", "shwrappervec", sizeof(struct __pyx_obj_5fwdpy_8internal_8internal_shwrappervec), 1); if (unlikely(!__pyx_ptype_5fwdpy_8internal_8internal_shwrappervec)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper = __Pyx_ImportType("fwdpy.internal.internal", "region_manager_wrapper", sizeof(struct __pyx_obj_5fwdpy_8internal_8internal_region_manager_wrapper), 1); if (unlikely(!__pyx_ptype_5fwdpy_8internal_8internal_region_manager_wrapper)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", 
  #if CYTHON_COMPILING_IN_PYPY
  sizeof(PyTypeObject),
  #else
  sizeof(PyHeapTypeObject),
  #endif
  0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) {__pyx_filename = __pyx_f[15]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) {__pyx_filename = __pyx_f[16]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_5array_array = __Pyx_ImportType("array", "array", sizeof(arrayobject), 0); if (unlikely(!__pyx_ptype_7cpython_5array_array)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Variable import code ---*/
  /*--- Function import code ---*/
  /*--- Execution code ---*/
  #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
  if (__Pyx_patch_abc() < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif

  /* "fwdpy/fwdpy.pyx":8
 * 
 * ## for DataFrame
 * import pandas             # <<<<<<<<<<<<<<
 * 
 * include "classes.pyx"
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_pandas, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pandas, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_simple.pyx":1
 * def evolve_pops_t(GSLrng rng,int npops, int N, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Simulate populations under idealized Wright-Fisher model
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_1evolve_pops_t, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_evolve_pops_t, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_simple.pyx":23
 *     return p
 * 
 * def evolve_pops_more_t(GSLrng rng, popvec pops, list nlist, double theta, double rho):             # <<<<<<<<<<<<<<
 *     """
 *     Continue evolving a set of populations
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_3evolve_pops_more_t, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_evolve_pops_more_t, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":3
 * from cython.operator cimport dereference as deref
 * from fwdpy.fwdpp cimport sample,sample_separate,gsl_rng
 * import numpy as np             # <<<<<<<<<<<<<<
 * import pandas as pd
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":4
 * from fwdpy.fwdpp cimport sample,sample_separate,gsl_rng
 * import numpy as np
 * import pandas as pd             # <<<<<<<<<<<<<<
 * 
 * ##Undocumented fxns are wrappers to enable run-time polymorphism within the Py environs.
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_pandas, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pd, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":34
 *     get_sh(ms_sample,pop.mpop.get(),s,h,p,a)
 * 
 * def ms_sample(GSLrng rng, poptype pop, int nsam, bint removeFixed = True):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_5ms_sample, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ms_sample, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":57
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_samples(GSLrng rng, poptype pop, int nsam, bint removeFixed = True, deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Take a sample from a set of simulated populations.
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_7get_samples, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_samples, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":91
 *         raise ValueError("ms_sample: unsupported type of popcontainer")
 * 
 * def get_sample_details( sample_t ms_sample, poptype pop ):             # <<<<<<<<<<<<<<
 *     """
 *     Get additional details for population samples
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_9get_sample_details, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_sample_details, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":122
 * 
 * ###### Functions for manipulating samples.
 * def nderived_site(tuple site):             # <<<<<<<<<<<<<<
 *     """
 *     Get the number of derived mutations at a site.
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_11nderived_site, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_nderived_site, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":146
 *     return str(site[1]).count('1')
 * 
 * def nderived( list sample ):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.nderived`
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_13nderived, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_nderived, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":163
 *     return [nderived_site(i) for i in sample]
 * 
 * def getfreq(tuple site,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Get mutation frequencies
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_15getfreq, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_getfreq, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":191
 *     return min(dfreq,1.0-dfreq)
 * 
 * def getfreqs(list sample,bint derived = True):             # <<<<<<<<<<<<<<
 *     """
 *     Convenience wrapper around :func:`fwdpy.fwdpy.getfreq`
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_17getfreqs, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_getfreqs, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/sampling.pyx":209
 *     return [getfreq(i,derived) for i in sample]
 * 
 * def freqfilter( list sample,             # <<<<<<<<<<<<<<
 *                 float minfreq,
 *                 bint derived = True ):
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_19freqfilter, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_freqfilter, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":5
 * from cpython cimport array
 * from cython.parallel import parallel, prange
 * import warnings             # <<<<<<<<<<<<<<
 * cimport cython
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_warnings, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_warnings, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":9
 * 
 * @cython.boundscheck(False)
 * def test_evolve_regions_async(GSLrng rng,             # <<<<<<<<<<<<<<
 *                               int npops,
 *                               unsigned[:] nlist,
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_21test_evolve_regions_async, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test_evolve_regions_async, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":31
 * 
 * @cython.boundscheck(False)
 * def test_evolve_mpi(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_23test_evolve_mpi, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test_evolve_mpi, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":57
 * 
 * @cython.boundscheck(False)
 * def evolve_regions(GSLrng rng,             # <<<<<<<<<<<<<<
 *                     int npops,
 *                     int N,
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_25evolve_regions, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_evolve_regions, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":135
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_more(GSLrng rng,             # <<<<<<<<<<<<<<
 *                         popvec pops,
 *                         unsigned[:] nlist,
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_27evolve_regions_more, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_evolve_regions_more, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/evolve_regions.pyx":197
 * 
 * @cython.boundscheck(False)
 * def evolve_regions_split(GSLrng rng,             # <<<<<<<<<<<<<<
 *                             popvec pops,
 *                             unsigned[:] nlist1,
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_29evolve_regions_split, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_evolve_regions_split, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":1
 * import math             # <<<<<<<<<<<<<<
 * 
 * class Region(object):
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_math, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_math, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":3
 * import math
 * 
 * class Region(object):             # <<<<<<<<<<<<<<
 *     """
 *     Representation of a "region" in a simulation.
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_builtin_object);
  __Pyx_GIVEREF(__pyx_builtin_object);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_builtin_object);
  __pyx_t_2 = __Pyx_CalculateMetaclass(NULL, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_2, __pyx_t_1, __pyx_n_s_Region, __pyx_n_s_Region, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Representation_of_a_region_in_a); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":19
 *         * :class:`fwdpy.fwdpy.Sregion`
 *     """
 *     def __init__(self,float beg,float end,float weight,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_6Region_1__init__, 0, __pyx_n_s_Region___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__110)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_tuple__111);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":61
 *         if self.c is True:
 *             self.w = (self.e-self.b)*self.w
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         bstr="{:.9f}".format(self.b)
 *         estr="{:.9f}".format(self.e)
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_6Region_3__str__, 0, __pyx_n_s_Region___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__113)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":3
 * import math
 * 
 * class Region(object):             # <<<<<<<<<<<<<<
 *     """
 *     Representation of a "region" in a simulation.
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_2, __pyx_n_s_Region, __pyx_t_1, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Region, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":67
 *         return "beg = " +bstr+ ", end = " + estr+ ", weight = "+wstr
 * 
 * class Sregion(Region):             # <<<<<<<<<<<<<<
 *     """
 *     Representation of a "region" in a simulation with a dominance term.
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_Region); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_CalculateMetaclass(NULL, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_1, __pyx_t_2, __pyx_n_s_Sregion, __pyx_n_s_Sregion, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Representation_of_a_region_in_a_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":89
 *        :class:`fwdpy.fwdpy.GaussianS`
 *     """
 *     def __init__(self,float beg,float end,float weight,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = PyFloat_FromDouble(((double)1.0)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_INCREF(((PyObject *)Py_True));
  __Pyx_GIVEREF(((PyObject *)Py_True));
  PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)Py_True));
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_7Sregion_1__init__, 0, __pyx_n_s_Sregion___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__115)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_5);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":118
 *         self.h=float(h)
 *         super(Sregion,self).__init__(beg,end,weight,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 * 
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_7Sregion_3__str__, 0, __pyx_n_s_Sregion___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__117)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":67
 *         return "beg = " +bstr+ ", end = " + estr+ ", weight = "+wstr
 * 
 * class Sregion(Region):             # <<<<<<<<<<<<<<
 *     """
 *     Representation of a "region" in a simulation with a dominance term.
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_1, __pyx_n_s_Sregion, __pyx_t_2, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Sregion, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/regions.pyx":121
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 * 
 * class GammaS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Gamma distribution of fitness effects
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_CalculateMetaclass(NULL, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_2, __pyx_t_1, __pyx_n_s_GammaS, __pyx_n_s_GammaS, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Gamma_distribution_of_fitness_e); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":135
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float shape,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = PyFloat_FromDouble(((double)1.0)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_INCREF(((PyObject *)Py_True));
  __Pyx_GIVEREF(((PyObject *)Py_True));
  PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)Py_True));
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_6GammaS_1__init__, 0, __pyx_n_s_GammaS___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__119)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_5);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":167
 *         self.shape=float(shape)
 *         super(GammaS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 * 
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_6GammaS_3__str__, 0, __pyx_n_s_GammaS___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__121)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":121
 *         return "h = "+"{:.9f}".format(self.h)+", "+super(Sregion,self).__str__()
 * 
 * class GammaS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Gamma distribution of fitness effects
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_2, __pyx_n_s_GammaS, __pyx_t_1, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_GammaS, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":170
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 * 
 * class ConstantS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Constant/fixed selection coefficient
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_CalculateMetaclass(NULL, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_1, __pyx_t_2, __pyx_n_s_ConstantS, __pyx_n_s_ConstantS, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Constant_fixed_selection_coeffi); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":183
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float s,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = PyFloat_FromDouble(((double)1.0)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_INCREF(((PyObject *)Py_True));
  __Pyx_GIVEREF(((PyObject *)Py_True));
  PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)Py_True));
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_9ConstantS_1__init__, 0, __pyx_n_s_ConstantS___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__123)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_5);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":210
 *         self.s=float(s)
 *         super(ConstantS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 * 
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_9ConstantS_3__str__, 0, __pyx_n_s_ConstantS___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__125)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":170
 *         return "Gamma DFE, mean = "+"{:.9f}".format(self.mean)+", shape = "+"{:.9f}".format(self.shape)+", "+super(GammaS,self).__str__()
 * 
 * class ConstantS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Constant/fixed selection coefficient
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_1, __pyx_n_s_ConstantS, __pyx_t_2, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ConstantS, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/regions.pyx":213
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 * 
 * class UniformS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Uniform distribution on selection coefficients
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_CalculateMetaclass(NULL, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_2, __pyx_t_1, __pyx_n_s_UniformS, __pyx_n_s_UniformS, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Uniform_distribution_on_selecti); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":227
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float lo,float hi,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = PyFloat_FromDouble(((double)1.0)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_INCREF(((PyObject *)Py_True));
  __Pyx_GIVEREF(((PyObject *)Py_True));
  PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)Py_True));
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_8UniformS_1__init__, 0, __pyx_n_s_UniformS___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__127)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_5);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":260
 *         self.hi=float(hi)
 *         super(UniformS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 * 
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_8UniformS_3__str__, 0, __pyx_n_s_UniformS___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__129)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":213
 *         return "Constant s DFE, s = "+"{:.9f}".format(self.s)+", "+super(ConstantS,self).__str__()
 * 
 * class UniformS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Uniform distribution on selection coefficients
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_2, __pyx_n_s_UniformS, __pyx_t_1, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_UniformS, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/regions.pyx":263
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 * 
 * class ExpS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Exponential distribution on selection coefficients
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_CalculateMetaclass(NULL, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_1, __pyx_t_2, __pyx_n_s_ExpS, __pyx_n_s_ExpS, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Exponential_distribution_on_sel); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":276
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float mean,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = PyFloat_FromDouble(((double)1.0)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_INCREF(((PyObject *)Py_True));
  __Pyx_GIVEREF(((PyObject *)Py_True));
  PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)Py_True));
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_4ExpS_1__init__, 0, __pyx_n_s_ExpS___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__131)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_5);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":303
 *         self.mean=float(mean)
 *         super(ExpS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 * 
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_4ExpS_3__str__, 0, __pyx_n_s_ExpS___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__133)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":263
 *         return "Uniform s DFE, lo = "+"{:.9f}".format(self.lo)+", hi = "+"{:.9f}".format(self.hi)+", "+super(UniformS,self).__str__()
 * 
 * class ExpS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Exponential distribution on selection coefficients
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_1, __pyx_n_s_ExpS, __pyx_t_2, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ExpS, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "fwdpy/regions.pyx":306
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 * 
 * class GaussianS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Gaussian distribution on selection coefficients (effect sizes for sims of quantitative traits)
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Sregion); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_CalculateMetaclass(NULL, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_Py3MetaclassPrepare(__pyx_t_2, __pyx_t_1, __pyx_n_s_GaussianS, __pyx_n_s_GaussianS, (PyObject *) NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_kp_s_Gaussian_distribution_on_select); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);

  /* "fwdpy/regions.pyx":321
 *     See :func:`evolve_regions` for how this class may be used to parameterize a simulation
 *     """
 *     def __init__(self,float beg,float end,float weight,float sd,float h=1.0,coupled=True):             # <<<<<<<<<<<<<<
 *         """
 *         Constructor
 */
  __pyx_t_4 = PyFloat_FromDouble(((double)1.0)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_INCREF(((PyObject *)Py_True));
  __Pyx_GIVEREF(((PyObject *)Py_True));
  PyTuple_SET_ITEM(__pyx_t_5, 1, ((PyObject *)Py_True));
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_9GaussianS_1__init__, 0, __pyx_n_s_GaussianS___init, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__135)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_5);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_init, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":348
 *         self.sd=float(sd)
 *         super(GaussianS,self).__init__(beg,end,weight,h,coupled)
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "Gaussian DFE, s.d. = "+"{:.9f}".format(self.sd)+", "+super(GaussianS,self).__str__()
 */
  __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_9GaussianS_3__str__, 0, __pyx_n_s_GaussianS___str, NULL, __pyx_n_s_fwdpy_fwdpy, __pyx_d, ((PyObject *)__pyx_codeobj__137)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyObject_SetItem(__pyx_t_3, __pyx_n_s_str, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "fwdpy/regions.pyx":306
 *         return "Exponential DFE, mean = "+"{:.9f}".format(self.mean)+", "+super(ExpS,self).__str__()
 * 
 * class GaussianS(Sregion):             # <<<<<<<<<<<<<<
 *     """
 *     Gaussian distribution on selection coefficients (effect sizes for sims of quantitative traits)
 */
  __pyx_t_4 = __Pyx_Py3ClassCreate(__pyx_t_2, __pyx_n_s_GaussianS, __pyx_t_1, __pyx_t_3, NULL, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_GaussianS, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":1
 * import os.path             # <<<<<<<<<<<<<<
 * import internal
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_os_path, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_os, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":2
 * import os.path
 * import internal             # <<<<<<<<<<<<<<
 * 
 * #Implementation details found in internal/slim.pyx
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_internal, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_internal, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/slim.pyx":6
 * #Implementation details found in internal/slim.pyx
 * 
 * def readslim(const char * filename):             # <<<<<<<<<<<<<<
 *     """
 *     Process a "SLiM" input file.
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_31readslim, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_readslim, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/trajectories.pyx":1
 * def trajectories( singlepop pop, int minsojourn = 0, double minfreq = 0.):             # <<<<<<<<<<<<<<
 *     """
 *     Get the frequency trajectories of (non-neutral) mutations.
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_33trajectories, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_trajectories, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/copy.pyx":1
 * import fwdpyio as fpio             # <<<<<<<<<<<<<<
 * 
 * def copypop(poptype pop):
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_fwdpyio, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fpio, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/copy.pyx":3
 * import fwdpyio as fpio
 * 
 * def copypop(poptype pop):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_35copypop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_copypop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/copy.pyx":21
 *         raise RuntimeError("fwdpy.copypop: poptype "+str(type(pop))+" is not supported")
 * 
 * def copypops(popcont pops):             # <<<<<<<<<<<<<<
 *     """
 *     Copy a population
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_37copypops, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_copypops, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":3
 * from cython.operator import dereference as deref,postincrement as inc
 * from cython.parallel import parallel, prange
 * import pandas as pd             # <<<<<<<<<<<<<<
 * 
 * cdef extern from "<algorithm>" namespace "std":
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_pandas, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pd, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":92
 *     return rv
 * 
 * def view_mutations_singlepop(singlepop p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg = p.pop.get().mutations.begin()
 *     cdef mcont_t_itr end = p.pop.get().mutations.end()
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_39view_mutations_singlepop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_mutations_singlepop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":100
 *     return rv
 * 
 * def view_mutations_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef mcont_t_itr beg,end
 *     cdef vector[vector[popgen_mut_data]] rv;
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_41view_mutations_popvec, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_mutations_popvec, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":112
 *     return rv
 * 
 * def view_mutations_metapop(metapop p,unsigned deme):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_mutations: deme index out of range")
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_43view_mutations_metapop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_mutations_metapop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":138
 *     return rv
 * 
 * def view_mutations( object p, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all mutations in the population
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_45view_mutations, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_mutations, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":182
 *         raise RuntimeError("view_mutations: unsupported object type")
 * 
 * def view_gametes_singlepop( singlepop p ):             # <<<<<<<<<<<<<<
 *     #cdef gcont_t_itr beg = p.pop.get().gametes.begin()
 *     #cdef gcont_t_itr end = p.pop.get().gametes.end()
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_47view_gametes_singlepop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_gametes_singlepop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":187
 *     return view_gametes_details(p.pop.get())
 * 
 * def view_gametes_popvec(popvec p):             # <<<<<<<<<<<<<<
 *     cdef:
 *         gcont_t_itr beg,end
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_49view_gametes_popvec, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_gametes_popvec, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":198
 *         rv[i]=view_gametes_details(p.pops[i].get())
 * 
 * def view_gametes_metapop( metapop p, unsigned deme ):             # <<<<<<<<<<<<<<
 *     if deme >= len(p.popsizes()):
 *         raise IndexError("view_gametes: deme index out of range")
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_51view_gametes_metapop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_gametes_metapop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":221
 *     return temp1
 * 
 * def view_gametes( object p ,deme = None):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of all gametes in the population
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_53view_gametes, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_gametes, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":261
 *         raise RuntimeError("view_gametes: unsupported object type")
 * 
 * def view_diploids_singlepop( singlepop p, list indlist ):             # <<<<<<<<<<<<<<
 *     for i in indlist:
 *         if i >= p.popsize():
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_55view_diploids_singlepop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids_singlepop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":267
 *     return view_diploids_details(p.pop.get().diploids,p.pop.get().gametes,p.pop.get().mutations,p.pop.get().mcounts,indlist)
 * 
 * def view_diploids_popvec( popvec p, list indlist ):             # <<<<<<<<<<<<<<
 *     cdef int npops = len(p),i
 *     cdef vector[vector[diploid_data]] rv
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_57view_diploids_popvec, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids_popvec, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":282
 *     return rv
 * 
 * def view_diploids_metapop( metapop p, list indlist, unsigned deme ):             # <<<<<<<<<<<<<<
 *     psizes = p.popsizes()
 *     for i in indlist:
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_59view_diploids_metapop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids_metapop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":292
 *     return view_diploids_details(p.mpop.get().diploids[deme],p.mpop.get().gametes,p.mpop.get().mutations,p.mpop.get().mcounts,indlist)
 * 
 * def view_diploids( object p, list indlist, deme = None ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_61view_diploids, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":376
 *     move[map[double,string].iterator,back_insert_itr](m.begin(),m.end(),back_inserter[fwdpy_sample_t](v))
 * 
 * def diploid_view_to_sample(list view):             # <<<<<<<<<<<<<<
 *     """
 *     Convert a "view" of diploids into the data types returned from :func:`fwdpy.fwdpy.get_samples`
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_63diploid_view_to_sample, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_diploid_view_to_sample, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":507
 *         inc(beg)
 * 
 * def view_diploids_pd_popvec( popvec p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     cdef unsigned npops = p.pops.size()
 *     cdef int i
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_65view_diploids_pd_popvec, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids_pd_popvec, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":516
 *     return rv
 * 
 * def view_diploids_pd_singlepop( singlepop p, vector[unsigned] & indlist, bint selectedOnly ):             # <<<<<<<<<<<<<<
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_67view_diploids_pd_singlepop, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids_pd_singlepop, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/views.pyx":519
 *     return view_diploids_pd_details(p.pop.get(),indlist,selectedOnly)
 * 
 * def view_diploids_pd( object p, list indlist, bint selectedOnly = True ):             # <<<<<<<<<<<<<<
 *     """
 *     Get detailed list of a set of diploids in the population
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_69view_diploids_pd, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_view_diploids_pd, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/fwdpy.pyx":20
 * include "views.pyx"
 * 
 * def pkg_dependencies():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of dependencies.
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_71pkg_dependencies, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pkg_dependencies, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/fwdpy.pyx":31
 *     return ({'fwdpp':deps[0],'GSL':deps[1]})
 * 
 * def pkg_version():             # <<<<<<<<<<<<<<
 *     """
 *     Return version numbers of this package
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_5fwdpy_5fwdpy_73pkg_version, NULL, __pyx_n_s_fwdpy_fwdpy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pkg_version, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "fwdpy/fwdpy.pyx":1
 * # distutils: language = c++             # <<<<<<<<<<<<<<
 * # distutils: sources = fwdpy/fwdpy/sample.cc fwdpy/fwdpy/neutral.cc fwdpy/fwdpy/deps.cc fwdpy/fwdpy/evolve_regions.cc fwdpy/fwdpy/trajectories.cc
 * from libcpp.vector cimport vector
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_evolve_pops_t_line_1, __pyx_kp_u_Simulate_populations_under_idea) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_ms_sample_line_34, __pyx_kp_u_Take_a_sample_from_a_set_of_sim) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_get_samples_line_57, __pyx_kp_u_Take_a_sample_from_a_set_of_sim_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_get_sample_details_line_91, __pyx_kp_u_Get_additional_details_for_popu) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_nderived_site_line_122, __pyx_kp_u_Get_the_number_of_derived_mutat) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_nderived_line_146, __pyx_kp_u_Convenience_wrapper_around_func) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_getfreq_line_163, __pyx_kp_u_Get_mutation_frequencies_param) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_getfreqs_line_191, __pyx_kp_u_Convenience_wrapper_around_func_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_freqfilter_line_209, __pyx_kp_u_Remove_low_frequency_variants_f) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_evolve_regions_line_57, __pyx_kp_u_Evolve_a_region_with_variable_m) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_evolve_regions_more_line_135, __pyx_kp_u_Continute_to_evolve_a_region_wi) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_evolve_regions_split_line_197, __pyx_kp_u_Take_the_output_of_a_single_dem) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_Region___init___line_19, __pyx_kp_u_Constructor_param_beg_the_begin) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_Sregion___init___line_89, __pyx_kp_u_Constructor_param_beg_the_begin_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_GammaS___init___line_135, __pyx_kp_u_Constructor_param_beg_the_begin_3) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_ConstantS___init___line_183, __pyx_kp_u_Constructor_param_beg_the_begin_4) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_UniformS___init___line_227, __pyx_kp_u_Constructor_param_beg_the_begin_5) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_ExpS___init___line_276, __pyx_kp_u_Constructor_param_beg_the_begin_6) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_GaussianS___init___line_321, __pyx_kp_u_Constructor_param_beg_the_begin_7) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_trajectories_line_1, __pyx_kp_u_Get_the_frequency_trajectories) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_view_mutations_line_138, __pyx_kp_u_Get_detailed_list_of_all_mutati) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_view_gametes_line_221, __pyx_kp_u_Get_detailed_list_of_all_gamete) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_view_diploids_line_292, __pyx_kp_u_Get_detailed_list_of_a_set_of_d) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":205
 *         info.obj = self
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(array self):
 */
  __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_array_type);

  /* "View.MemoryView":278
 *         return self.name
 * 
 * cdef generic = Enum("<strided and direct or indirect>")             # <<<<<<<<<<<<<<
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__182, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(generic);
  __Pyx_DECREF_SET(generic, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":279
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default             # <<<<<<<<<<<<<<
 * cdef indirect = Enum("<strided and indirect>")
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__183, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(strided);
  __Pyx_DECREF_SET(strided, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":280
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__184, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(indirect);
  __Pyx_DECREF_SET(indirect, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":283
 * 
 * 
 * cdef contiguous = Enum("<contiguous and direct>")             # <<<<<<<<<<<<<<
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__185, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(contiguous);
  __Pyx_DECREF_SET(contiguous, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":284
 * 
 * cdef contiguous = Enum("<contiguous and direct>")
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__186, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(indirect_contiguous);
  __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":498
 *         info.obj = self
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_memoryview_type);

  /* "View.MemoryView":954
 *             return self.from_object
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_memoryviewslice_type);

  /* "vector.to_py":67
 * 
 * @cname("__pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data")
 * cdef object __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_diploid_view_data(vector[X]& v):             # <<<<<<<<<<<<<<
 *     return [X_to_py(v[i]) for i in range(v.size())]
 * 
 */

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

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  if (__pyx_m) {
    if (__pyx_d) {
      __Pyx_AddTraceback("init fwdpy.fwdpy", __pyx_clineno, __pyx_lineno, __pyx_filename);
    }
    Py_DECREF(__pyx_m); __pyx_m = 0;
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init fwdpy.fwdpy");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if PY_MAJOR_VERSION < 3
  return;
  #else
  return __pyx_m;
  #endif
}

/* --- Runtime support code --- */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule((char *)modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif

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

#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

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

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

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

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

static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto bad;
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *args;
            PyObject *function = PyMethod_GET_FUNCTION(method);
            args = PyTuple_New(2);
            if (unlikely(!args)) goto bad;
            Py_INCREF(self);
            PyTuple_SET_ITEM(args, 0, self);
            Py_INCREF(arg);
            PyTuple_SET_ITEM(args, 1, arg);
            Py_INCREF(function);
            Py_DECREF(method); method = NULL;
            result = __Pyx_PyObject_Call(function, args, NULL);
            Py_DECREF(args);
            Py_DECREF(function);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallOneArg(method, arg);
bad:
    Py_XDECREF(method);
    return result;
}

static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
    if (likely(PyList_CheckExact(L))) {
        if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1;
    } else {
        PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x);
        if (unlikely(!retval))
            return -1;
        Py_DECREF(retval);
    }
    return 0;
}

static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) {
    PyObject* next;
    iternextfunc iternext = Py_TYPE(iterator)->tp_iternext;
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(!iternext)) {
#else
    if (unlikely(!iternext) || unlikely(!PyIter_Check(iterator))) {
#endif
        PyErr_Format(PyExc_TypeError,
            "%.200s object is not an iterator", Py_TYPE(iterator)->tp_name);
        return NULL;
    }
    next = iternext(iterator);
    if (likely(next))
        return next;
#if CYTHON_COMPILING_IN_CPYTHON
#if PY_VERSION_HEX >= 0x02070000
    if (unlikely(iternext == &_PyObject_NextNotImplemented))
        return NULL;
#endif
#endif
    if (defval) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
            if (unlikely(exc_type != PyExc_StopIteration) &&
                    !PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))
                return NULL;
            PyErr_Clear();
        }
        Py_INCREF(defval);
        return defval;
    }
    if (!PyErr_Occurred())
        PyErr_SetNone(PyExc_StopIteration);
    return NULL;
}

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

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");
            goto raise_error;
        }
    }
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
#if PY_VERSION_HEX >= 0x03030000
    if (cause) {
#else
    if (cause && cause != Py_None) {
#endif
        PyObject *fixed_cause;
        if (cause == Py_None) {
            fixed_cause = NULL;
        } else if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        } else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
#if CYTHON_COMPILING_IN_PYPY
        PyObject *tmp_type, *tmp_value, *tmp_tb;
        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
        Py_INCREF(tb);
        PyErr_Restore(tmp_type, tmp_value, tb);
        Py_XDECREF(tmp_tb);
#else
        PyThreadState *tstate = PyThreadState_GET();
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) {
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
}
static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact)
{
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (none_allowed && obj == Py_None) return 1;
    else if (exact) {
        if (likely(Py_TYPE(obj) == type)) return 1;
        #if PY_MAJOR_VERSION == 2
        else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(PyObject_TypeCheck(obj, type))) return 1;
    }
    __Pyx_RaiseArgumentTypeInvalid(name, obj, type);
    return 0;
}

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON
    result = PyDict_GetItem(__pyx_d, name);
    if (likely(result)) {
        Py_INCREF(result);
    } else {
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
    }
    return result;
}

static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback, CYTHON_UNUSED int nogil) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
#ifdef WITH_THREAD
    PyGILState_STATE state;
    if (nogil)
        state = PyGILState_Ensure();
#endif
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    if (full_traceback) {
        Py_XINCREF(old_exc);
        Py_XINCREF(old_val);
        Py_XINCREF(old_tb);
        __Pyx_ErrRestore(old_exc, old_val, old_tb);
        PyErr_PrintEx(1);
    }
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
#ifdef WITH_THREAD
    if (nogil)
        PyGILState_Release(state);
#endif
}

static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(PyObject_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

static double __Pyx__PyObject_AsDouble(PyObject* obj) {
    PyObject* float_value;
#if CYTHON_COMPILING_IN_PYPY
    float_value = PyNumber_Float(obj);  if (0) goto bad;
#else
    PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number;
    if (likely(nb) && likely(nb->nb_float)) {
        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 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 int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (!buf) {
        PyErr_SetString(PyExc_ValueError,
            "buf is NULL.");
        goto fail;
    } else if (memviewslice->memview || memviewslice->data) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF(memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}
static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) {
    va_list vargs;
    char msg[200];
#ifdef HAVE_STDARG_PROTOTYPES
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    Py_FatalError(msg);
    va_end(vargs);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)++;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)--;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
    int first_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview || (PyObject *) memview == Py_None)
        return;
    if (__pyx_get_slice_count(memview) < 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    first_time = __pyx_add_acquisition_count(memview) == 0;
    if (first_time) {
        if (have_gil) {
            Py_INCREF((PyObject *) memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_INCREF((PyObject *) memview);
            PyGILState_Release(_gilstate);
        }
    }
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    int last_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview ) {
        return;
    } else if ((PyObject *) memview == Py_None) {
        memslice->memview = NULL;
        return;
    }
    if (__pyx_get_slice_count(memview) <= 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    last_time = __pyx_sub_acquisition_count(memview) == 1;
    memslice->data = NULL;
    if (last_time) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        memslice->memview = NULL;
    }
}

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

#if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    if (op1 == op2) {
        Py_RETURN_TRUE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a == b) {
            Py_RETURN_TRUE;
        } else {
            Py_RETURN_FALSE;
        }
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS && PY_MAJOR_VERSION >= 3
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a;
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                #if PyLong_SHIFT < 30 && PyLong_SHIFT != 15
                default: return PyLong_Type.tp_richcompare(op1, op2, Py_EQ);
                #else
                default: Py_RETURN_FALSE;
                #endif
            }
        }
            if (a == b) {
                Py_RETURN_TRUE;
            } else {
                Py_RETURN_FALSE;
            }
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            if ((double)a == (double)b) {
                Py_RETURN_TRUE;
            } else {
                Py_RETURN_FALSE;
            }
    }
    return PyObject_RichCompare(op1, op2, Py_EQ);
}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            x = (long)((unsigned long)a + b);
            if (likely((x^a) >= 0 || (x^b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS && PY_MAJOR_VERSION >= 3
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    }
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    }
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    }
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    }
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    }
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    }
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_COMPILING_IN_CPYTHON
#if PY_MAJOR_VERSION >= 3
    if (likely(PyUnicode_Check(n)))
#else
    if (likely(PyString_Check(n)))
#endif
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    Py_ssize_t length;
    if (unlikely((start < 0) | (stop < 0))) {
        size_t slen = strlen(cstring);
        if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) {
            PyErr_SetString(PyExc_OverflowError,
                            "c-string too long to convert to Python");
            return NULL;
        }
        length = (Py_ssize_t) slen;
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    length = stop - start;
    if (unlikely(length <= 0))
        return PyUnicode_FromUnicode(NULL, 0);
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

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

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
#else
    PyErr_GetExcInfo(type, value, tb);
#endif
}
static void __Pyx_ExceptionReset(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->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(type, value, tb);
#endif
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = *type;
    tstate->exc_value = *value;
    tstate->exc_traceback = *tb;
#else
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
#endif
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}

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;
}

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

static CYTHON_INLINE long __Pyx_div_long(long a, long b) {
    long q = a / b;
    long r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static CYTHON_INLINE 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 int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_traverse != current_tp_traverse)
        type = type->tp_base;
    while (type && type->tp_traverse == current_tp_traverse)
        type = type->tp_base;
    if (type && type->tp_traverse)
        return type->tp_traverse(obj, v, a);
    return 0;
}

static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_clear) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_clear != current_tp_clear)
        type = type->tp_base;
    while (type && type->tp_clear == current_tp_clear)
        type = type->tp_base;
    if (type && type->tp_clear)
        type->tp_clear(obj);
}

static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) {
    Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases);
    for (i=0; i < nbases; i++) {
        PyTypeObject *tmptype;
        PyObject *tmp = PyTuple_GET_ITEM(bases, i);
        tmptype = Py_TYPE(tmp);
#if PY_MAJOR_VERSION < 3
        if (tmptype == &PyClass_Type)
            continue;
#endif
        if (!metaclass) {
            metaclass = tmptype;
            continue;
        }
        if (PyType_IsSubtype(metaclass, tmptype))
            continue;
        if (PyType_IsSubtype(tmptype, metaclass)) {
            metaclass = tmptype;
            continue;
        }
        PyErr_SetString(PyExc_TypeError,
                        "metaclass conflict: "
                        "the metaclass of a derived class "
                        "must be a (non-strict) subclass "
                        "of the metaclasses of all its bases");
        return NULL;
    }
    if (!metaclass) {
#if PY_MAJOR_VERSION < 3
        metaclass = &PyClass_Type;
#else
        metaclass = &PyType_Type;
#endif
    }
    Py_INCREF((PyObject*) metaclass);
    return (PyObject*) metaclass;
}

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    int result = 0;
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    #if CYTHON_COMPILING_IN_CPYTHON
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    #else
    op->defaults_tuple = PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = PySequence_ITEM(res, 1);
        if (unlikely(!op->defaults_kwdict)) result = -1;
    }
    #endif
    Py_DECREF(res);
    return result;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
    if (op == NULL)
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    PyObject_GC_Track(op);
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyMem_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
    return __Pyx_PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
#if CYTHON_COMPILING_IN_PYPY
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    PyObject *self = f->m_self;
    Py_ssize_t size;
    switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
    case METH_VARARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0))
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 0))
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 1)) {
                PyObject *result, *arg0 = PySequence_ITEM(arg, 0);
                if (unlikely(!arg0)) return NULL;
                result = (*meth)(self, arg0);
                Py_DECREF(arg0);
                return result;
            }
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
#else
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
	return PyCFunction_Call(func, arg, kw);
}
#endif
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_Call,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
};
static int __pyx_CyFunction_init(void) {
#if !CYTHON_COMPILING_IN_PYPY
    __pyx_CyFunctionType_type.tp_call = PyCFunction_Call;
#endif
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (__pyx_CyFunctionType == NULL) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyMem_Malloc(size);
    if (!m->defaults)
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name,
                                           PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) {
    PyObject *ns;
    if (metaclass) {
        PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare);
        if (prep) {
            PyObject *pargs = PyTuple_Pack(2, name, bases);
            if (unlikely(!pargs)) {
                Py_DECREF(prep);
                return NULL;
            }
            ns = PyObject_Call(prep, pargs, mkw);
            Py_DECREF(prep);
            Py_DECREF(pargs);
        } else {
            if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError)))
                return NULL;
            PyErr_Clear();
            ns = PyDict_New();
        }
    } else {
        ns = PyDict_New();
    }
    if (unlikely(!ns))
        return NULL;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad;
    if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad;
    return ns;
bad:
    Py_DECREF(ns);
    return NULL;
}
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases,
                                      PyObject *dict, PyObject *mkw,
                                      int calculate_metaclass, int allow_py2_metaclass) {
    PyObject *result, *margs;
    PyObject *owned_metaclass = NULL;
    if (allow_py2_metaclass) {
        owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass);
        if (owned_metaclass) {
            metaclass = owned_metaclass;
        } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) {
            PyErr_Clear();
        } else {
            return NULL;
        }
    }
    if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) {
        metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases);
        Py_XDECREF(owned_metaclass);
        if (unlikely(!metaclass))
            return NULL;
        owned_metaclass = metaclass;
    }
    margs = PyTuple_Pack(3, name, bases, dict);
    if (unlikely(!margs)) {
        result = NULL;
    } else {
        result = PyObject_Call(metaclass, margs, mkw);
        Py_DECREF(margs);
    }
    Py_XDECREF(owned_metaclass);
    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 - start) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

#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_7cpython_5array_array)) return __pyx_pw_7cpython_5array_5array_1__getbuffer__(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_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_7cpython_5array_array)) { __pyx_pw_7cpython_5array_5array_3__releasebuffer__(obj, view); return; }
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif


                #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) {
    const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 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_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (unsigned int) 0;
                case  1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0])
                case 2:
                    if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) {
                            return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) {
                            return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) {
                            return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (unsigned int) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(unsigned int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (unsigned int) 0;
                case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) digits[0])
                case  1: __PYX_VERIFY_RETURN_INT(unsigned int,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) {
                            return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) {
                            return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) {
                            return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) {
                            return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) {
                            return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) {
                            return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(unsigned int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x))
            } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            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 int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = (int) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (int) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) digits[0])
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_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 int
__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b)
{
    int i;
    if (!a || !b)
        return 0;
    if (a == b)
        return 1;
    if (a->size != b->size || a->typegroup != b->typegroup ||
            a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) {
        if (a->typegroup == 'H' || b->typegroup == 'H') {
            return a->size == b->size;
        } else {
            return 0;
        }
    }
    if (a->ndim) {
        for (i = 0; i < a->ndim; i++)
            if (a->arraysize[i] != b->arraysize[i])
                return 0;
    }
    if (a->typegroup == 'S') {
        if (a->flags != b->flags)
            return 0;
        if (a->fields || b->fields) {
            if (!(a->fields && b->fields))
                return 0;
            for (i = 0; a->fields[i].type && b->fields[i].type; i++) {
                __Pyx_StructField *field_a = a->fields + i;
                __Pyx_StructField *field_b = b->fields + i;
                if (field_a->offset != field_b->offset ||
                    !__pyx_typeinfo_cmp(field_a->type, field_b->type))
                    return 0;
            }
            return !a->fields[i].type && !b->fields[i].type;
        }
    }
    return 1;
}

static int
__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec)
{
    if (buf->shape[dim] <= 1)
        return 1;
    if (buf->strides) {
        if (spec & __Pyx_MEMVIEW_CONTIG) {
            if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) {
                if (buf->strides[dim] != sizeof(void *)) {
                    PyErr_Format(PyExc_ValueError,
                                 "Buffer is not indirectly contiguous "
                                 "in dimension %d.", dim);
                    goto fail;
                }
            } else if (buf->strides[dim] != buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
        if (spec & __Pyx_MEMVIEW_FOLLOW) {
            Py_ssize_t stride = buf->strides[dim];
            if (stride < 0)
                stride = -stride;
            if (stride < buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
    } else {
        if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not contiguous in "
                         "dimension %d", dim);
            goto fail;
        } else if (spec & (__Pyx_MEMVIEW_PTR)) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not indirect in "
                         "dimension %d", dim);
            goto fail;
        } else if (buf->suboffsets) {
            PyErr_SetString(PyExc_ValueError,
                            "Buffer exposes suboffsets but no strides");
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec)
{
    if (spec & __Pyx_MEMVIEW_DIRECT) {
        if (buf->suboffsets && buf->suboffsets[dim] >= 0) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer not compatible with direct access "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    if (spec & __Pyx_MEMVIEW_PTR) {
        if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer is not indirectly accessible "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag)
{
    int i;
    if (c_or_f_flag & __Pyx_IS_F_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = 0; i < ndim; i++) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1)
            {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not fortran contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = ndim - 1; i >- 1; i--) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1) {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not C contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    }
    return 1;
fail:
    return 0;
}
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj)
{
    struct __pyx_memoryview_obj *memview, *new_memview;
    __Pyx_RefNannyDeclarations
    Py_buffer *buf;
    int i, spec = 0, retval = -1;
    __Pyx_BufFmt_Context ctx;
    int from_memoryview = __pyx_memoryview_check(original_obj);
    __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0);
    if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *)
                                                            original_obj)->typeinfo)) {
        memview = (struct __pyx_memoryview_obj *) original_obj;
        new_memview = NULL;
    } else {
        memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                            original_obj, buf_flags, 0, dtype);
        new_memview = memview;
        if (unlikely(!memview))
            goto fail;
    }
    buf = &memview->view;
    if (buf->ndim != ndim) {
        PyErr_Format(PyExc_ValueError,
                "Buffer has wrong number of dimensions (expected %d, got %d)",
                ndim, buf->ndim);
        goto fail;
    }
    if (new_memview) {
        __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 "u byte%s) "
                     "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)",
                     buf->itemsize,
                     (buf->itemsize > 1) ? "s" : "",
                     dtype->name,
                     dtype->size,
                     (dtype->size > 1) ? "s" : "");
        goto fail;
    }
    for (i = 0; i < ndim; i++) {
        spec = axes_specs[i];
        if (!__pyx_check_strides(buf, i, ndim, spec))
            goto fail;
        if (!__pyx_check_suboffsets(buf, i, ndim, spec))
            goto fail;
    }
    if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice,
                                         new_memview != NULL) == -1)) {
        goto fail;
    }
    retval = 0;
    goto no_fail;
fail:
    Py_XDECREF(new_memview);
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_unsigned_int(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_unsigned_int, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

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

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

static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *x) {
    const size_t neg_one = (size_t) -1, const_zero = (size_t) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(size_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (size_t) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (size_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) >= 2 * PyLong_SHIFT) {
                            return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) >= 3 * PyLong_SHIFT) {
                            return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) >= 4 * PyLong_SHIFT) {
                            return (size_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (size_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(size_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (size_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, -(sdigit) digits[0])
                case  1: __PYX_VERIFY_RETURN_INT(size_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
                            return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
                            return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
                            return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
                            return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
                            return (size_t) (((size_t)-1)*(((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
                            return (size_t) ((((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(size_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x))
            } else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            size_t val;
            PyObject *v = __Pyx_PyNumber_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 (size_t) -1;
        }
    } else {
        size_t val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (size_t) -1;
        val = __Pyx_PyInt_As_size_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to size_t");
    return (size_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to size_t");
    return (size_t) -1;
}

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

static PyObject *__pyx_memview_get_unsigned_int(const char *itemp) {
    return (PyObject *) __Pyx_PyInt_From_unsigned_int(*(unsigned int *) itemp);
}
static int __pyx_memview_set_unsigned_int(const char *itemp, PyObject *obj) {
    unsigned int value = __Pyx_PyInt_As_unsigned_int(obj);
    if ((value == (unsigned int)-1) && PyErr_Occurred())
        return 0;
    *(unsigned int *) itemp = value;
    return 1;
}

static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_popgen_mut_data(struct __pyx_t_5fwdpy_5fwdpy_popgen_mut_data s) {
                  PyObject* res;
                  PyObject* member;
                  res = PyDict_New(); if (res == NULL) return NULL;
                  member = PyFloat_FromDouble(s.pos); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_pos, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.s); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_s, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.h); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_h, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __Pyx_PyInt_From_unsigned_int(s.n); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_n, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __Pyx_PyInt_From_unsigned_int(s.g); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_g, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __Pyx_PyBool_FromLong(s.neutral); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_neutral, member) < 0) goto bad;
                  Py_DECREF(member);
                  return res;
                  bad:
                  Py_XDECREF(member);
                  Py_DECREF(res);
                  return NULL;
                }
                static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_gamete_data(struct __pyx_t_5fwdpy_5fwdpy_gamete_data s) {
                  PyObject* res;
                  PyObject* member;
                  res = PyDict_New(); if (res == NULL) return NULL;
                  member = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(s.neutral); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_neutral, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert_vector_to_py_struct____pyx_t_5fwdpy_5fwdpy_popgen_mut_data(s.selected); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_selected, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __Pyx_PyInt_From_unsigned_int(s.n); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_n, member) < 0) goto bad;
                  Py_DECREF(member);
                  return res;
                  bad:
                  Py_XDECREF(member);
                  Py_DECREF(res);
                  return NULL;
                }
                static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_data(struct __pyx_t_5fwdpy_5fwdpy_diploid_data s) {
                  PyObject* res;
                  PyObject* member;
                  res = PyDict_New(); if (res == NULL) return NULL;
                  member = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_gamete_data(s.chrom0); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_chrom0, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_gamete_data(s.chrom1); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_chrom1, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.g); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_g, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.e); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_e, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.w); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_w, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.sh0); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_sh0, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = PyFloat_FromDouble(s.sh1); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_sh1, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __Pyx_PyInt_From_int(s.n0); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_n0, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __Pyx_PyInt_From_int(s.n1); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_n1, member) < 0) goto bad;
                  Py_DECREF(member);
                  return res;
                  bad:
                  Py_XDECREF(member);
                  Py_DECREF(res);
                  return NULL;
                }
                static PyObject* __pyx_convert__to_py___pyx_t_5fwdpy_5fwdpy_diploid_view_data(struct __pyx_t_5fwdpy_5fwdpy_diploid_view_data s) {
                  PyObject* res;
                  PyObject* member;
                  res = PyDict_New(); if (res == NULL) return NULL;
                  member = __pyx_convert_vector_to_py_double(s.s); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_s, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert_vector_to_py_double(s.h); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_h, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert_vector_to_py_unsigned_int(s.n); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_n, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert_vector_to_py_unsigned_int(s.g); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_g, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert_vector_to_py_unsigned_int(s.ind); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_ind, member) < 0) goto bad;
                  Py_DECREF(member);
                  member = __pyx_convert_vector_to_py_unsigned_int(s.chrom); if (member == NULL) goto bad;
                  if (PyDict_SetItem(res, __pyx_n_s_chrom, member) < 0) goto bad;
                  Py_DECREF(member);
                  return res;
                  bad:
                  Py_XDECREF(member);
                  Py_DECREF(res);
                  return NULL;
                }
                static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs,
                             char order, int ndim)
{
    int i, index, step, start;
    Py_ssize_t itemsize = mvs->memview->view.itemsize;
    if (order == 'F') {
        step = 1;
        start = 0;
    } else {
        step = -1;
        start = ndim - 1;
    }
    for (i = 0; i < ndim; i++) {
        index = start + step * i;
        if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize)
            return 0;
        itemsize *= mvs->shape[index];
    }
    return 1;
}

static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
                               void **out_start, void **out_end,
                               int ndim, size_t itemsize)
{
    char *start, *end;
    int i;
    start = end = slice->data;
    for (i = 0; i < ndim; i++) {
        Py_ssize_t stride = slice->strides[i];
        Py_ssize_t extent = slice->shape[i];
        if (extent == 0) {
            *out_start = *out_end = start;
            return;
        } else {
            if (stride > 0)
                end += stride * (extent - 1);
            else
                start += stride * (extent - 1);
        }
    }
    *out_start = start;
    *out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
                     __Pyx_memviewslice *slice2,
                     int ndim, size_t itemsize)
{
    void *start1, *end1, *start2, *end2;
    __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
    __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
    return (start1 < end2) && (start2 < end1);
}

static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object)
{
    __Pyx_RefNannyDeclarations
    int i;
    __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
    struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
    Py_buffer *buf = &from_memview->view;
    PyObject *shape_tuple = NULL;
    PyObject *temp_int = NULL;
    struct __pyx_array_obj *array_obj = NULL;
    struct __pyx_memoryview_obj *memview_obj = NULL;
    __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
    for (i = 0; i < ndim; i++) {
        if (from_mvs->suboffsets[i] >= 0) {
            PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
                                           "indirect dimensions (axis %d)", i);
            goto fail;
        }
    }
    shape_tuple = PyTuple_New(ndim);
    if (unlikely(!shape_tuple)) {
        goto fail;
    }
    __Pyx_GOTREF(shape_tuple);
    for(i = 0; i < ndim; i++) {
        temp_int = PyInt_FromSsize_t(from_mvs->shape[i]);
        if(unlikely(!temp_int)) {
            goto fail;
        } else {
            PyTuple_SET_ITEM(shape_tuple, i, temp_int);
            temp_int = NULL;
        }
    }
    array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL);
    if (unlikely(!array_obj)) {
        goto fail;
    }
    __Pyx_GOTREF(array_obj);
    memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                    (PyObject *) array_obj, contig_flag,
                                    dtype_is_object,
                                    from_mvs->memview->typeinfo);
    if (unlikely(!memview_obj))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
        goto fail;
    if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
                                                dtype_is_object) < 0))
        goto fail;
    goto no_fail;
fail:
    __Pyx_XDECREF(new_mvs.memview);
    new_mvs.memview = NULL;
    new_mvs.data = NULL;
no_fail:
    __Pyx_XDECREF(shape_tuple);
    __Pyx_XDECREF(temp_int);
    __Pyx_XDECREF(array_obj);
    __Pyx_RefNannyFinishContext();
    return new_mvs;
}

static CYTHON_INLINE PyObject *
__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig)
{
    PyObject *cobj;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, NULL);
#else
    cobj = PyCObject_FromVoidPtr(p, NULL);
#endif
    return cobj;
}

static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
    const char neg_one = (char) -1, const_zero = (char) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(char) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case  1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0])
                case 2:
                    if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) {
                            return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) {
                            return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) {
                            return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (char) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(char) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) digits[0])
                case  1: __PYX_VERIFY_RETURN_INT(char,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                            return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                            return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
                            return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(char) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x))
            } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            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 (char) -1;
        }
    } else {
        char val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (char) -1;
        val = __Pyx_PyInt_As_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to char");
    return (char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to char");
    return (char) -1;
}

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = (long) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (long) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) digits[0])
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_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;
}

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;
}

static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__");
    if (!d) {
        PyErr_Clear();
        d = PyDict_New();
        if (!d)
            goto bad;
        Py_INCREF(d);
        if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0)
            goto bad;
    }
    tmp.fp = f;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(tmp.p, sig, 0);
#else
    cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0);
#endif
    if (!cobj)
        goto bad;
    if (PyDict_SetItemString(d, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(cobj);
    Py_XDECREF(d);
    return -1;
}

#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 CYTHON_COMPILING_IN_CPYTHON && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
#if PY_VERSION_HEX < 0x03030000
        char* defenc_c;
        PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
        if (!defenc) return NULL;
        defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        {
            char* end = defenc_c + PyBytes_GET_SIZE(defenc);
            char* c;
            for (c = defenc_c; c < end; c++) {
                if ((unsigned char) (*c) >= 128) {
                    PyUnicode_AsASCIIString(o);
                    return NULL;
                }
            }
        }
#endif
        *length = PyBytes_GET_SIZE(defenc);
        return defenc_c;
#else
        if (__Pyx_PyUnicode_READY(o) == -1) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        if (PyUnicode_IS_ASCII(o)) {
            *length = PyUnicode_GET_LENGTH(o);
            return PyUnicode_AsUTF8(o);
        } else {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
#else
        return PyUnicode_AsUTF8AndSize(o, length);
#endif
#endif
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_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 __Pyx_NewRef(x);
  m = Py_TYPE(x)->tp_as_number;
#if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
#else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
#endif
  if (res) {
#if PY_MAJOR_VERSION < 3
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%.4s__ returned non-%.4s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b))) {
    if (sizeof(Py_ssize_t) >= sizeof(long))
        return PyInt_AS_LONG(b);
    else
        return PyInt_AsSsize_t(x);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    const digit* digits = ((PyLongObject*)b)->ob_digit;
    const Py_ssize_t size = Py_SIZE(b);
    if (likely(__Pyx_sst_abs(size) <= 1)) {
        ival = likely(size) ? digits[0] : 0;
        if (size == -1) ival = -ival;
        return ival;
    } else {
      switch (size) {
         case 2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
      }
    }
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
