/* Generated by Cython 3.0.10 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [
            "/tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/_core/include/numpy/arrayobject.h",
            "/tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/_core/include/numpy/arrayscalars.h",
            "/tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/_core/include/numpy/ndarrayobject.h",
            "/tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/_core/include/numpy/ndarraytypes.h",
            "/tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/_core/include/numpy/ufuncobject.h",
            "lensmc/src/c/fast_fourier_model.hpp"
        ],
        "extra_compile_args": [
            "-Ofast",
            "-fpic"
        ],
        "include_dirs": [
            "/tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/_core/include",
            "lensmc/src/c"
        ],
        "language": "c++",
        "name": "lensmc.galaxy_model",
        "sources": [
            "lensmc/src/cython/galaxy_model.pyx",
            "lensmc/src/c/fast_fourier_model.cpp"
        ]
    },
    "module_name": "lensmc.galaxy_model"
}
END: Cython Metadata */

#ifndef PY_SSIZE_T_CLEAN
#define PY_SSIZE_T_CLEAN
#endif /* PY_SSIZE_T_CLEAN */
#if defined(CYTHON_LIMITED_API) && 0
  #ifndef Py_LIMITED_API
    #if CYTHON_LIMITED_API+0 > 0x03030000
      #define Py_LIMITED_API CYTHON_LIMITED_API
    #else
      #define Py_LIMITED_API 0x03030000
    #endif
  #endif
#endif

#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 < 0x02070000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
    #error Cython requires Python 2.7+ or Python 3.3+.
#else
#if defined(CYTHON_LIMITED_API) && CYTHON_LIMITED_API
#define __PYX_EXTRA_ABI_MODULE_NAME "limited"
#else
#define __PYX_EXTRA_ABI_MODULE_NAME ""
#endif
#define CYTHON_ABI "3_0_10" __PYX_EXTRA_ABI_MODULE_NAME
#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."
#define CYTHON_HEX_VERSION 0x03000AF0
#define CYTHON_FUTURE_DIVISION 1
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(_WIN32) && !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
#define __PYX_COMMA ,
#ifndef HAVE_LONG_LONG
  #define HAVE_LONG_LONG
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#define __PYX_LIMITED_VERSION_HEX PY_VERSION_HEX
#if defined(GRAALVM_PYTHON)
  /* For very preliminary testing purposes. Most variables are set the same as PyPy.
     The existence of this section does not imply that anything works or is even tested */
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 1
  #define CYTHON_COMPILING_IN_NOGIL 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_TYPE_SPECS
  #define CYTHON_USE_TYPE_SPECS 0
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #undef CYTHON_METH_FASTCALL
  #define CYTHON_METH_FASTCALL 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
  #endif
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #undef CYTHON_USE_MODULE_STATE
  #define CYTHON_USE_MODULE_STATE 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
  #undef CYTHON_USE_FREELISTS
  #define CYTHON_USE_FREELISTS 0
#elif defined(PYPY_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #ifndef CYTHON_USE_TYPE_SPECS
    #define CYTHON_USE_TYPE_SPECS 0
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #undef CYTHON_METH_FASTCALL
  #define CYTHON_METH_FASTCALL 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
  #endif
  #if PY_VERSION_HEX < 0x03090000
    #undef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #undef CYTHON_USE_MODULE_STATE
  #define CYTHON_USE_MODULE_STATE 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1 && PYPY_VERSION_NUM >= 0x07030C00)
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
  #undef CYTHON_USE_FREELISTS
  #define CYTHON_USE_FREELISTS 0
#elif defined(CYTHON_LIMITED_API)
  #ifdef Py_LIMITED_API
    #undef __PYX_LIMITED_VERSION_HEX
    #define __PYX_LIMITED_VERSION_HEX Py_LIMITED_API
  #endif
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 1
  #define CYTHON_COMPILING_IN_GRAAL 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #undef CYTHON_CLINE_IN_TRACEBACK
  #define CYTHON_CLINE_IN_TRACEBACK 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_TYPE_SPECS
  #define CYTHON_USE_TYPE_SPECS 1
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #endif
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #undef CYTHON_METH_FASTCALL
  #define CYTHON_METH_FASTCALL 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_MODULE_STATE
  #define CYTHON_USE_MODULE_STATE 1
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 0
  #endif
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
  #undef CYTHON_USE_FREELISTS
  #define CYTHON_USE_FREELISTS 0
#elif defined(Py_GIL_DISABLED) || defined(Py_NOGIL)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 0
  #define CYTHON_COMPILING_IN_NOGIL 1
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #ifndef CYTHON_USE_TYPE_SPECS
    #define CYTHON_USE_TYPE_SPECS 0
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #ifndef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #ifndef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 0
  #endif
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #ifndef CYTHON_METH_FASTCALL
    #define CYTHON_METH_FASTCALL 1
  #endif
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_MODULE_STATE
    #define CYTHON_USE_MODULE_STATE 0
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 1
  #endif
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
  #endif
  #ifndef CYTHON_USE_FREELISTS
    #define CYTHON_USE_FREELISTS 0
  #endif
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #ifndef CYTHON_USE_TYPE_SPECS
    #define CYTHON_USE_TYPE_SPECS 0
  #endif
  #ifndef CYTHON_USE_PYTYPE_LOOKUP
    #define CYTHON_USE_PYTYPE_LOOKUP 1
  #endif
  #if PY_MAJOR_VERSION < 3
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #ifndef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
    #undef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #elif !defined(CYTHON_USE_UNICODE_WRITER)
    #define CYTHON_USE_UNICODE_WRITER 1
  #endif
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #ifndef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #ifndef CYTHON_FAST_GIL
    #define CYTHON_FAST_GIL (PY_MAJOR_VERSION < 3 || PY_VERSION_HEX >= 0x03060000 && PY_VERSION_HEX < 0x030C00A6)
  #endif
  #ifndef CYTHON_METH_FASTCALL
    #define CYTHON_METH_FASTCALL (PY_VERSION_HEX >= 0x030700A1)
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL 1
  #endif
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_MODULE_STATE
    #define CYTHON_USE_MODULE_STATE 0
  #endif
  #if PY_VERSION_HEX < 0x030400a1
    #undef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 0
  #elif !defined(CYTHON_USE_TP_FINALIZE)
    #define CYTHON_USE_TP_FINALIZE 1
  #endif
  #if PY_VERSION_HEX < 0x030600B1
    #undef CYTHON_USE_DICT_VERSIONS
    #define CYTHON_USE_DICT_VERSIONS 0
  #elif !defined(CYTHON_USE_DICT_VERSIONS)
    #define CYTHON_USE_DICT_VERSIONS  (PY_VERSION_HEX < 0x030C00A5)
  #endif
  #if PY_VERSION_HEX < 0x030700A3
    #undef CYTHON_USE_EXC_INFO_STACK
    #define CYTHON_USE_EXC_INFO_STACK 0
  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
    #define CYTHON_USE_EXC_INFO_STACK 1
  #endif
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
  #endif
  #ifndef CYTHON_USE_FREELISTS
    #define CYTHON_USE_FREELISTS 1
  #endif
#endif
#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
#endif
#if !defined(CYTHON_VECTORCALL)
#define CYTHON_VECTORCALL  (CYTHON_FAST_PYCCALL && PY_VERSION_HEX >= 0x030800B1)
#endif
#define CYTHON_BACKPORT_VECTORCALL (CYTHON_METH_FASTCALL && PY_VERSION_HEX < 0x030800B1)
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_MAJOR_VERSION < 3
    #include "longintrepr.h"
  #endif
  #undef SHIFT
  #undef BASE
  #undef MASK
  #ifdef SIZEOF_VOID_P
    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
  #endif
#endif
#ifndef __has_attribute
  #define __has_attribute(x) 0
#endif
#ifndef __has_cpp_attribute
  #define __has_cpp_attribute(x) 0
#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
#ifndef CYTHON_UNUSED
  #if defined(__cplusplus)
    /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17
     * but leads to warnings with -pedantic, since it is a C++17 feature */
    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
      #if __has_cpp_attribute(maybe_unused)
        #define CYTHON_UNUSED [[maybe_unused]]
      #endif
    #endif
  #endif
#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_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_UNUSED_VAR(x) (void)(x)
#  endif
#endif
#ifndef CYTHON_MAYBE_UNUSED_VAR
  #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x)
#endif
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
#ifndef CYTHON_USE_CPP_STD_MOVE
  #if defined(__cplusplus) && (\
    __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600))
    #define CYTHON_USE_CPP_STD_MOVE 1
  #else
    #define CYTHON_USE_CPP_STD_MOVE 0
  #endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
            typedef unsigned char     uint8_t;
            typedef unsigned short    uint16_t;
            typedef unsigned int      uint32_t;
        #else
            typedef unsigned __int8   uint8_t;
            typedef unsigned __int16  uint16_t;
            typedef unsigned __int32  uint32_t;
        #endif
    #endif
    #if _MSC_VER < 1300
        #ifdef _WIN64
            typedef unsigned long long  __pyx_uintptr_t;
        #else
            typedef unsigned int        __pyx_uintptr_t;
        #endif
    #else
        #ifdef _WIN64
            typedef unsigned __int64    __pyx_uintptr_t;
        #else
            typedef unsigned __int32    __pyx_uintptr_t;
        #endif
    #endif
#else
    #include <stdint.h>
    typedef uintptr_t  __pyx_uintptr_t;
#endif
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus)
    /* for clang __has_cpp_attribute(fallthrough) is true even before C++17
     * but leads to warnings with -pedantic, since it is a C++17 feature */
    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
      #if __has_cpp_attribute(fallthrough)
        #define CYTHON_FALLTHROUGH [[fallthrough]]
      #endif
    #endif
    #ifndef CYTHON_FALLTHROUGH
      #if __has_cpp_attribute(clang::fallthrough)
        #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
      #elif __has_cpp_attribute(gnu::fallthrough)
        #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
      #endif
    #endif
  #endif
  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
    #else
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
  #if defined(__clang__) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif
#ifdef __cplusplus
  template <typename T>
  struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);};
  #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL<type>::value)
#else
  #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
#endif
#if CYTHON_COMPILING_IN_PYPY == 1
  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x030A0000)
#else
  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000)
#endif
#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))

#ifndef __cplusplus
  #error "Cython files generated with the C++ option must be compiled with a C++ compiler."
#endif
#ifndef CYTHON_INLINE
  #if defined(__clang__)
    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
  #else
    #define CYTHON_INLINE inline
  #endif
#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; }
    T *operator&() { return ptr; }
    operator T&() { return *ptr; }
    template<typename U> bool operator ==(const U& other) const { return *ptr == other; }
    template<typename U> bool operator !=(const U& other) const { return *ptr != other; }
    template<typename U> bool operator==(const __Pyx_FakeReference<U>& other) const { return *ptr == *other.ptr; }
    template<typename U> bool operator!=(const __Pyx_FakeReference<U>& other) const { return *ptr != *other.ptr; }
  private:
    T *ptr;
};

#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_DefaultClassType PyClass_Type
  #define __Pyx_PyCode_New(a, p, 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)
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_DefaultClassType PyType_Type
#if CYTHON_COMPILING_IN_LIMITED_API
    static CYTHON_INLINE PyObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
                                                    PyObject *fv, PyObject *cell, PyObject* fn,
                                                    PyObject *name, int fline, PyObject *lnos) {
        PyObject *exception_table = NULL;
        PyObject *types_module=NULL, *code_type=NULL, *result=NULL;
        #if __PYX_LIMITED_VERSION_HEX < 0x030B0000
        PyObject *version_info;
        PyObject *py_minor_version = NULL;
        #endif
        long minor_version = 0;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        #if __PYX_LIMITED_VERSION_HEX >= 0x030B0000
        minor_version = 11;
        #else
        if (!(version_info = PySys_GetObject("version_info"))) goto end;
        if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end;
        minor_version = PyLong_AsLong(py_minor_version);
        Py_DECREF(py_minor_version);
        if (minor_version == -1 && PyErr_Occurred()) goto end;
        #endif
        if (!(types_module = PyImport_ImportModule("types"))) goto end;
        if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end;
        if (minor_version <= 7) {
            (void)p;
            result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOO", a, k, l, s, f, code,
                          c, n, v, fn, name, fline, lnos, fv, cell);
        } else if (minor_version <= 10) {
            result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOO", a,p, k, l, s, f, code,
                          c, n, v, fn, name, fline, lnos, fv, cell);
        } else {
            if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end;
            result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOO", a,p, k, l, s, f, code,
                          c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell);
        }
    end:
        Py_XDECREF(code_type);
        Py_XDECREF(exception_table);
        Py_XDECREF(types_module);
        if (type) {
            PyErr_Restore(type, value, traceback);
        }
        return result;
    }
    #ifndef CO_OPTIMIZED
    #define CO_OPTIMIZED 0x0001
    #endif
    #ifndef CO_NEWLOCALS
    #define CO_NEWLOCALS 0x0002
    #endif
    #ifndef CO_VARARGS
    #define CO_VARARGS 0x0004
    #endif
    #ifndef CO_VARKEYWORDS
    #define CO_VARKEYWORDS 0x0008
    #endif
    #ifndef CO_ASYNC_GENERATOR
    #define CO_ASYNC_GENERATOR 0x0200
    #endif
    #ifndef CO_GENERATOR
    #define CO_GENERATOR 0x0020
    #endif
    #ifndef CO_COROUTINE
    #define CO_COROUTINE 0x0080
    #endif
#elif PY_VERSION_HEX >= 0x030B0000
  static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
                                                    PyObject *fv, PyObject *cell, PyObject* fn,
                                                    PyObject *name, int fline, PyObject *lnos) {
    PyCodeObject *result;
    PyObject *empty_bytes = PyBytes_FromStringAndSize("", 0);
    if (!empty_bytes) return NULL;
    result =
      #if PY_VERSION_HEX >= 0x030C0000
        PyUnstable_Code_NewWithPosOnlyArgs
      #else
        PyCode_NewWithPosOnlyArgs
      #endif
        (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, empty_bytes);
    Py_DECREF(empty_bytes);
    return result;
  }
#elif PY_VERSION_HEX >= 0x030800B2 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#else
  #define __Pyx_PyCode_New(a, p, 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)
#endif
#endif
#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
  #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
#else
  #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
  #define __Pyx_Py_Is(x, y)  Py_Is(x, y)
#else
  #define __Pyx_Py_Is(x, y) ((x) == (y))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
  #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
#else
  #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
  #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
#else
  #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
  #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
#else
  #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
#endif
#define __Pyx_NoneAsNull(obj)  (__Pyx_Py_IsNone(obj) ? NULL : (obj))
#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
#else
  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
#endif
#ifndef CO_COROUTINE
  #define CO_COROUTINE 0x80
#endif
#ifndef CO_ASYNC_GENERATOR
  #define CO_ASYNC_GENERATOR 0x200
#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
#ifndef Py_TPFLAGS_SEQUENCE
  #define Py_TPFLAGS_SEQUENCE 0
#endif
#ifndef Py_TPFLAGS_MAPPING
  #define Py_TPFLAGS_MAPPING 0
#endif
#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #if PY_VERSION_HEX >= 0x030d00A4
  #  define __Pyx_PyCFunctionFast PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
  #else
  #  define __Pyx_PyCFunctionFast _PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
  #endif
#endif
#if CYTHON_METH_FASTCALL
  #define __Pyx_METH_FASTCALL METH_FASTCALL
  #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
  #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
#else
  #define __Pyx_METH_FASTCALL METH_VARARGS
  #define __Pyx_PyCFunction_FastCall PyCFunction
  #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
#endif
#if CYTHON_VECTORCALL
  #define __pyx_vectorcallfunc vectorcallfunc
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  PY_VECTORCALL_ARGUMENTS_OFFSET
  #define __Pyx_PyVectorcall_NARGS(n)  PyVectorcall_NARGS((size_t)(n))
#elif CYTHON_BACKPORT_VECTORCALL
  typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
                                            size_t nargsf, PyObject *kwnames);
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  ((size_t)1 << (8 * sizeof(size_t) - 1))
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
#else
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  0
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(n))
#endif
#if PY_MAJOR_VERSION >= 0x030900B1
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_CheckExact(func)
#else
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_Check(func)
#endif
#define __Pyx_CyOrPyCFunction_Check(func)  PyCFunction_Check(func)
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  (((PyCFunctionObject*)(func))->m_ml->ml_meth)
#elif !CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  PyCFunction_GET_FUNCTION(func)
#endif
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FLAGS(func)  (((PyCFunctionObject*)(func))->m_ml->ml_flags)
static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) {
    return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self;
}
#endif
static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void *cfunc) {
#if CYTHON_COMPILING_IN_LIMITED_API
    return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
#else
    return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
#endif
}
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCFunction(func, cfunc)
#if __PYX_LIMITED_VERSION_HEX < 0x030900B1
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  ((void)m, PyType_FromSpecWithBases(s, b))
  typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
#else
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  PyType_FromModuleAndSpec(m, s, b)
  #define __Pyx_PyCMethod  PyCMethod
#endif
#ifndef METH_METHOD
  #define METH_METHOD 0x200
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)
#else
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyThreadState_Current PyThreadState_Get()
#elif !CYTHON_FAST_THREAD_STATE
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x030d00A1
  #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked()
#elif PY_VERSION_HEX >= 0x03060000
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE void *__Pyx_PyModule_GetState(PyObject *op)
{
    void *result;
    result = PyModule_GetState(op);
    if (!result)
        Py_FatalError("Couldn't find the module state");
    return result;
}
#endif
#define __Pyx_PyObject_GetSlot(obj, name, func_ctype)  __Pyx_PyType_GetSlot(Py_TYPE(obj), name, func_ctype)
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((func_ctype) PyType_GetSlot((type), Py_##name))
#else
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((type)->name)
#endif
#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
  *key = PyThread_create_key();
  return 0;
}
static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
  *key = Py_tss_NEEDS_INIT;
  return key;
}
static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
  PyObject_Free(key);
}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
  return *key != Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
  PyThread_delete_key(*key);
  *key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
  return PyThread_set_key_value(*key, value);
}
static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
  return PyThread_get_key_value(*key);
}
#endif
#if PY_MAJOR_VERSION < 3
    #if CYTHON_COMPILING_IN_PYPY
        #if PYPY_VERSION_NUM < 0x07030600
            #if defined(__cplusplus) && __cplusplus >= 201402L
                [[deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")]]
            #elif defined(__GNUC__) || defined(__clang__)
                __attribute__ ((__deprecated__("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")))
            #elif defined(_MSC_VER)
                __declspec(deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6"))
            #endif
            static CYTHON_INLINE int PyGILState_Check(void) {
                return 0;
            }
        #else  // PYPY_VERSION_NUM < 0x07030600
        #endif  // PYPY_VERSION_NUM < 0x07030600
    #else
        static CYTHON_INLINE int PyGILState_Check(void) {
            PyThreadState * tstate = _PyThreadState_Current;
            return tstate && (tstate == PyGILState_GetThisThreadState());
        }
    #endif
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000 || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #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
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX > 0x030600B4 && PY_VERSION_HEX < 0x030d0000 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStrWithError(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) {
    PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name);
    if (res == NULL) PyErr_Clear();
    return res;
}
#elif PY_MAJOR_VERSION >= 3 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000)
#define __Pyx_PyDict_GetItemStrWithError  PyDict_GetItemWithError
#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
#else
static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) {
#if CYTHON_COMPILING_IN_PYPY
    return PyDict_GetItem(dict, name);
#else
    PyDictEntry *ep;
    PyDictObject *mp = (PyDictObject*) dict;
    long hash = ((PyStringObject *) name)->ob_shash;
    assert(hash != -1);
    ep = (mp->ma_lookup)(mp, name, hash);
    if (ep == NULL) {
        return NULL;
    }
    return ep->me_value;
#endif
}
#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
#endif
#if CYTHON_USE_TYPE_SLOTS
  #define __Pyx_PyType_GetFlags(tp)   (((PyTypeObject *)tp)->tp_flags)
  #define __Pyx_PyType_HasFeature(type, feature)  ((__Pyx_PyType_GetFlags(type) & (feature)) != 0)
  #define __Pyx_PyObject_GetIterNextFunc(obj)  (Py_TYPE(obj)->tp_iternext)
#else
  #define __Pyx_PyType_GetFlags(tp)   (PyType_GetFlags((PyTypeObject *)tp))
  #define __Pyx_PyType_HasFeature(type, feature)  PyType_HasFeature(type, feature)
  #define __Pyx_PyObject_GetIterNextFunc(obj)  PyIter_Next
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_SetItemOnTypeDict(tp, k, v) PyObject_GenericSetAttr((PyObject*)tp, k, v)
#else
  #define __Pyx_SetItemOnTypeDict(tp, k, v) PyDict_SetItem(tp->tp_dict, k, v)
#endif
#if CYTHON_USE_TYPE_SPECS && PY_VERSION_HEX >= 0x03080000
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  {\
    PyTypeObject *type = Py_TYPE((PyObject*)obj);\
    assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
    PyObject_GC_Del(obj);\
    Py_DECREF(type);\
}
#else
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  PyObject_GC_Del(obj)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GetLength(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((void)u, 1114111U)
  #define __Pyx_PyUnicode_KIND(u)         ((void)u, (0))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)u)
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)k, PyUnicode_ReadChar((PyObject*)(d), i))
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GetLength(u))
#elif PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_READY(op)       (0)
  #else
    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                                0 : _PyUnicode_Ready((PyObject *)(op)))
  #endif
  #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_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
  #define __Pyx_PyUnicode_KIND(u)         ((int)PyUnicode_KIND(u))
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, (Py_UCS4) ch)
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #else
    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
    #else
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
    #endif
  #endif
#else
  #define CYTHON_PEP393_ENABLED 0
  #define PyUnicode_1BYTE_KIND  1
  #define PyUnicode_2BYTE_KIND  2
  #define PyUnicode_4BYTE_KIND  4
  #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_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535U : 1114111U)
  #define __Pyx_PyUnicode_KIND(u)         ((int)sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = (Py_UNICODE) ch)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #if !defined(PyUnicode_DecodeUnicodeEscape)
    #define PyUnicode_DecodeUnicodeEscape(s, size, errors)  PyUnicode_Decode(s, size, "unicode_escape", errors)
  #endif
  #if !defined(PyUnicode_Contains) || (PY_MAJOR_VERSION == 2 && PYPY_VERSION_NUM < 0x07030500)
    #undef PyUnicode_Contains
    #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
  #endif
  #if !defined(PyByteArray_Check)
    #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
  #endif
  #if !defined(PyObject_Format)
    #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
  #endif
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
  #define PyObject_ASCII(o)            PyObject_Repr(o)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#ifndef PyObject_Unicode
  #define PyObject_Unicode             PyObject_Str
#endif
#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
#if CYTHON_COMPILING_IN_CPYTHON
  #define __Pyx_PySequence_ListKeepNew(obj)\
    (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj))
#else
  #define __Pyx_PySequence_ListKeepNew(obj)  PySequence_List(obj)
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        __Pyx_IS_TYPE(obj, &PySet_Type)
#endif
#if PY_VERSION_HEX >= 0x030900A4
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
#else
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
#endif
#if CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PySequence_ITEM(o, i) PySequence_ITEM(o, i)
  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
  #define __Pyx_PyTuple_SET_ITEM(o, i, v) (PyTuple_SET_ITEM(o, i, v), (0))
  #define __Pyx_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0))
  #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_GET_SIZE(o)
  #define __Pyx_PyList_GET_SIZE(o) PyList_GET_SIZE(o)
  #define __Pyx_PySet_GET_SIZE(o) PySet_GET_SIZE(o)
  #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_GET_SIZE(o)
  #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_GET_SIZE(o)
#else
  #define __Pyx_PySequence_ITEM(o, i) PySequence_GetItem(o, i)
  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
  #define __Pyx_PyTuple_SET_ITEM(o, i, v) PyTuple_SetItem(o, i, v)
  #define __Pyx_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v)
  #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_Size(o)
  #define __Pyx_PyList_GET_SIZE(o) PyList_Size(o)
  #define __Pyx_PySet_GET_SIZE(o) PySet_Size(o)
  #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_Size(o)
  #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_Size(o)
#endif
#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#else
  static CYTHON_INLINE PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
      PyObject *module = PyImport_AddModule(name);
      Py_XINCREF(module);
      return module;
  }
#endif
#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 __Pyx_Py3Int_Check(op)       PyLong_Check(op)
  #define __Pyx_Py3Int_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
#else
  #define __Pyx_Py3Int_Check(op)       (PyLong_Check(op) || PyInt_Check(op))
  #define __Pyx_Py3Int_CheckExact(op)  (PyLong_CheckExact(op) || PyInt_CheckExact(op))
#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   __Pyx_PyIndex_AsHash_t
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
#endif
#if CYTHON_USE_ASYNC_SLOTS
  #if PY_VERSION_HEX >= 0x030500B1
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
  #else
    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
  #endif
#else
  #define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef __Pyx_PyAsyncMethodsStruct
    typedef struct {
        unaryfunc am_await;
        unaryfunc am_aiter;
        unaryfunc am_anext;
    } __Pyx_PyAsyncMethodsStruct;
#endif

#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
  #if !defined(_USE_MATH_DEFINES)
    #define _USE_MATH_DEFINES
  #endif
#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 defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif

#define __PYX_MARK_ERR_POS(f_index, lineno) \
    { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__;  (void)__pyx_clineno; }
#define __PYX_ERR(f_index, lineno, Ln_error) \
    { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }

#ifdef CYTHON_EXTERN_C
    #undef __PYX_EXTERN_C
    #define __PYX_EXTERN_C CYTHON_EXTERN_C
#elif defined(__PYX_EXTERN_C)
    #ifdef _MSC_VER
    #pragma message ("Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.")
    #else
    #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.
    #endif
#else
    #define __PYX_EXTERN_C extern "C++"
#endif

#define __PYX_HAVE__lensmc__galaxy_model
#define __PYX_HAVE_API__lensmc__galaxy_model
/* Early includes */
#include <string.h>
#include <stdio.h>

    /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */
    
#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"
#include "fast_fourier_model.hpp"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
#define CYTHON_WITHOUT_ASSERTIONS
#endif

typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
#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)))  )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
    return (size_t) i < (size_t) limit;
}
#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)
    #define __Pyx_sst_abs(value) ((Py_ssize_t)_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 Py_ssize_t __Pyx_ssize_strlen(const char *s);
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
#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_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyObject_AsWritableString(s)    ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const 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)
#define __Pyx_PyUnicode_FromOrdinal(o)       PyUnicode_FromOrdinal((int)o)
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
#define __Pyx_PySequence_Tuple(obj)\
    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
#if CYTHON_ASSUME_SAFE_MACROS
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_VERSION_HEX >= 0x030C00A7
  #ifndef _PyLong_SIGN_MASK
    #define _PyLong_SIGN_MASK 3
  #endif
  #ifndef _PyLong_NON_SIZE_BITS
    #define _PyLong_NON_SIZE_BITS 3
  #endif
  #define __Pyx_PyLong_Sign(x)  (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
  #define __Pyx_PyLong_IsNeg(x)  ((__Pyx_PyLong_Sign(x) & 2) != 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (!__Pyx_PyLong_IsNeg(x))
  #define __Pyx_PyLong_IsZero(x)  (__Pyx_PyLong_Sign(x) & 1)
  #define __Pyx_PyLong_IsPos(x)  (__Pyx_PyLong_Sign(x) == 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  (__Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
  #define __Pyx_PyLong_SignedDigitCount(x)\
        ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
  #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
    #define __Pyx_PyLong_IsCompact(x)     PyUnstable_Long_IsCompact((PyLongObject*) x)
    #define __Pyx_PyLong_CompactValue(x)  PyUnstable_Long_CompactValue((PyLongObject*) x)
  #else
    #define __Pyx_PyLong_IsCompact(x)     (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
    #define __Pyx_PyLong_CompactValue(x)  ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
  #endif
  typedef Py_ssize_t  __Pyx_compact_pylong;
  typedef size_t  __Pyx_compact_upylong;
  #else
  #define __Pyx_PyLong_IsNeg(x)  (Py_SIZE(x) < 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (Py_SIZE(x) >= 0)
  #define __Pyx_PyLong_IsZero(x)  (Py_SIZE(x) == 0)
  #define __Pyx_PyLong_IsPos(x)  (Py_SIZE(x) > 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  __Pyx_sst_abs(Py_SIZE(x))
  #define __Pyx_PyLong_SignedDigitCount(x)  Py_SIZE(x)
  #define __Pyx_PyLong_IsCompact(x)  (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
  #define __Pyx_PyLong_CompactValue(x)\
        ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0]))
  typedef sdigit  __Pyx_compact_pylong;
  typedef digit  __Pyx_compact_upylong;
  #endif
  #if PY_VERSION_HEX >= 0x030C00A5
  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->long_value.ob_digit)
  #else
  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->ob_digit)
  #endif
#endif
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
#include <string.h>
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] = (char) 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
#include <string.h>
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) + 1);
    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 CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }

#if !CYTHON_USE_MODULE_STATE
static PyObject *__pyx_m = NULL;
#endif
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm = __FILE__;
static const char *__pyx_filename;

/* Header.proto */
#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__) && !defined(_MSC_VER))
    #define CYTHON_CCOMPLEX 1
  #else
    #define CYTHON_CCOMPLEX 0
  #endif
#endif
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #include <complex>
  #else
    #include <complex.h>
  #endif
#endif
#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
  #undef _Complex_I
  #define _Complex_I 1.0fj
#endif

/* #### Code section: filename_table ### */

static const char *__pyx_f[] = {
  "lensmc/src/cython/galaxy_model.pyx",
  "__init__.cython-30.pxd",
  "<stringsource>",
  "type.pxd",
};
/* #### Code section: utility_code_proto_before_types ### */
/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

/* BufferFormatStructs.proto */
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;

/* #### Code section: numeric_typedefs ### */

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":770
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 */
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":771
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":772
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
 */
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":773
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
 */
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":777
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":778
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":779
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
 */
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":780
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
 */
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":784
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":785
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":792
 * ctypedef double complex complex128_t
 * 
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":793
 * 
 * ctypedef npy_longlong   longlong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":795
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":796
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":798
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */
typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":799
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":800
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef float complex       cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
/* #### Code section: complex_type_declarations ### */
/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);

/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    typedef ::std::complex< long double > __pyx_t_long_double_complex;
  #else
    typedef long double _Complex __pyx_t_long_double_complex;
  #endif
#else
    typedef struct { long double real, imag; } __pyx_t_long_double_complex;
#endif
static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double, long double);

/* #### Code section: type_declarations ### */

/*--- Type declarations ---*/
struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays;
struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr;

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1096
 * 
 * # Iterator API added in v1.6
 * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil             # <<<<<<<<<<<<<<
 * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil
 * 
 */
typedef int (*__pyx_t_5numpy_NpyIter_IterNextFunc)(NpyIter *);

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1097
 * # Iterator API added in v1.6
 * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil
 * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil             # <<<<<<<<<<<<<<
 * 
 * cdef extern from "numpy/arrayobject.h":
 */
typedef void (*__pyx_t_5numpy_NpyIter_GetMultiIndexFunc)(NpyIter *, npy_intp *);
struct __pyx_defaults;
typedef struct __pyx_defaults __pyx_defaults;
struct __pyx_defaults1;
typedef struct __pyx_defaults1 __pyx_defaults1;
struct __pyx_defaults {
  PyObject *__pyx_arg_rfiducial;
  PyObject *__pyx_arg_oversampling;
  PyObject *__pyx_arg_mdim;
  PyObject *__pyx_arg_n_bulge;
  PyObject *__pyx_arg_n_disc;
  PyObject *__pyx_arg_dtype;
};
struct __pyx_defaults1 {
  PyObject *__pyx_arg_rfiducial;
  PyObject *__pyx_arg_odim;
  PyObject *__pyx_arg_oversampling;
  PyObject *__pyx_arg_mdim;
  PyObject *__pyx_arg_dtype;
};

/* "lensmc/src/cython/galaxy_model.pyx":39
 * 
 * 
 * cdef class WorkingArrays:             # <<<<<<<<<<<<<<
 * 
 *     __slots__ = ('rfiducial', 'odim', 'mdim', 'oversampling', 'n_bulge', 'n_disc',
 */
struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays {
  PyObject_HEAD
  PyObject *rfiducial;
  PyObject *odim;
  int mdim;
  int oversampling;
  float n_bulge;
  float n_disc;
  PyObject *bulge_ht;
  PyObject *disc_ht;
  PyObject *dsmodel_plan;
  PyObject *resampled_model_ft;
  PyObject *xshift_ft;
  PyObject *yshift_ft;
  PyObject *convmodel_ft;
  int oo;
  int rr;
};


/* "lensmc/src/cython/galaxy_model.pyx":260
 *     # make sure the bulge effective radius is half-light
 *     # whereas the disc effective radius is always exponential
 *     a_bulge = tuple(2 * n - 0.331 for n in n_bulge)             # <<<<<<<<<<<<<<
 *     a_disc = (1,) * n_n_disc
 * 
 */
struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_n;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};

/* #### Code section: utility_code_proto ### */

/* --- Runtime support code (head) --- */
/* Refnanny.proto */
#ifndef CYTHON_REFNANNY
  #define CYTHON_REFNANNY 0
#endif
#if CYTHON_REFNANNY
  typedef struct {
    void (*INCREF)(void*, PyObject*, Py_ssize_t);
    void (*DECREF)(void*, PyObject*, Py_ssize_t);
    void (*GOTREF)(void*, PyObject*, Py_ssize_t);
    void (*GIVEREF)(void*, PyObject*, Py_ssize_t);
    void* (*SetupContext)(const char*, Py_ssize_t, 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__));\
          }
  #define __Pyx_RefNannyFinishContextNogil() {\
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
              __Pyx_RefNannyFinishContext();\
              PyGILState_Release(__pyx_gilstate_save);\
          }
#else
  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
          __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), (__LINE__), (__FILE__))
  #define __Pyx_RefNannyFinishContextNogil() __Pyx_RefNannyFinishContext()
#endif
  #define __Pyx_RefNannyFinishContextNogil() {\
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
              __Pyx_RefNannyFinishContext();\
              PyGILState_Release(__pyx_gilstate_save);\
          }
  #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); else {__Pyx_INCREF(r); }} while(0)
  #define __Pyx_XDECREF(r)  do { if((r) == NULL); else {__Pyx_DECREF(r); }} while(0)
  #define __Pyx_XGOTREF(r)  do { if((r) == NULL); else {__Pyx_GOTREF(r); }} while(0)
  #define __Pyx_XGIVEREF(r) do { if((r) == NULL); else {__Pyx_GIVEREF(r);}} while(0)
#else
  #define __Pyx_RefNannyDeclarations
  #define __Pyx_RefNannySetupContext(name, acquire_gil)
  #define __Pyx_RefNannyFinishContextNogil()
  #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_Py_XDECREF_SET(r, v) do {\
        PyObject *tmp = (PyObject *) r;\
        r = v; Py_XDECREF(tmp);\
    } while (0)
#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)

/* PyErrExceptionMatches.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
#else
#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
#endif

/* PyThreadStateGet.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
#if PY_VERSION_HEX >= 0x030C00A6
#define __Pyx_PyErr_Occurred()  (__pyx_tstate->current_exception != NULL)
#define __Pyx_PyErr_CurrentExceptionType()  (__pyx_tstate->current_exception ? (PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL)
#else
#define __Pyx_PyErr_Occurred()  (__pyx_tstate->curexc_type != NULL)
#define __Pyx_PyErr_CurrentExceptionType()  (__pyx_tstate->curexc_type)
#endif
#else
#define __Pyx_PyThreadState_declare
#define __Pyx_PyThreadState_assign
#define __Pyx_PyErr_Occurred()  (PyErr_Occurred() != NULL)
#define __Pyx_PyErr_CurrentExceptionType()  PyErr_Occurred()
#endif

/* PyErrFetchRestore.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6
#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
#else
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#endif
#else
#define __Pyx_PyErr_Clear() PyErr_Clear()
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
#endif

/* PyObjectGetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

/* PyObjectGetAttrStrNoError.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);

/* GetBuiltinName.proto */
static PyObject *__Pyx_GetBuiltinName(PyObject *name);

/* GetTopmostException.proto */
#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
#endif

/* SaveResetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
#else
#define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
#endif

/* GetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
#endif

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

/* RaiseException.proto */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

/* TupleAndListFromArray.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n);
static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n);
#endif

/* IncludeStringH.proto */
#include <string.h>

/* BytesEquals.proto */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

/* UnicodeEquals.proto */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

/* fastcall.proto */
#if CYTHON_AVOID_BORROWED_REFS
    #define __Pyx_Arg_VARARGS(args, i) PySequence_GetItem(args, i)
#elif CYTHON_ASSUME_SAFE_MACROS
    #define __Pyx_Arg_VARARGS(args, i) PyTuple_GET_ITEM(args, i)
#else
    #define __Pyx_Arg_VARARGS(args, i) PyTuple_GetItem(args, i)
#endif
#if CYTHON_AVOID_BORROWED_REFS
    #define __Pyx_Arg_NewRef_VARARGS(arg) __Pyx_NewRef(arg)
    #define __Pyx_Arg_XDECREF_VARARGS(arg) Py_XDECREF(arg)
#else
    #define __Pyx_Arg_NewRef_VARARGS(arg) arg
    #define __Pyx_Arg_XDECREF_VARARGS(arg)
#endif
#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
#define __Pyx_KwValues_VARARGS(args, nargs) NULL
#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
#if CYTHON_METH_FASTCALL
    #define __Pyx_Arg_FASTCALL(args, i) args[i]
    #define __Pyx_NumKwargs_FASTCALL(kwds) PyTuple_GET_SIZE(kwds)
    #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
    static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
    CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues);
  #else
    #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
  #endif
    #define __Pyx_Arg_NewRef_FASTCALL(arg) arg  /* no-op, __Pyx_Arg_FASTCALL is direct and this needs
                                                   to have the same reference counting */
    #define __Pyx_Arg_XDECREF_FASTCALL(arg)
#else
    #define __Pyx_Arg_FASTCALL __Pyx_Arg_VARARGS
    #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
    #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
    #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
    #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
    #define __Pyx_Arg_NewRef_FASTCALL(arg) __Pyx_Arg_NewRef_VARARGS(arg)
    #define __Pyx_Arg_XDECREF_FASTCALL(arg) __Pyx_Arg_XDECREF_VARARGS(arg)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
#define __Pyx_ArgsSlice_VARARGS(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_VARARGS(args, start), stop - start)
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_FASTCALL(args, start), stop - start)
#else
#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
#endif

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

/* RaiseDoubleKeywords.proto */
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

/* ParseKeywords.proto */
static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject *const *kwvalues,
    PyObject **argnames[],
    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,
    const char* function_name);

/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
    ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\
        __Pyx__ArgTypeTest(obj, type, name, exact))
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);

/* IsLittleEndian.proto */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);

/* BufferFormatCheck.proto */
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type);

/* BufferGetAndValidate.proto */
#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\
    ((obj == Py_None || obj == NULL) ?\
    (__Pyx_ZeroBuffer(buf), 0) :\
    __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack))
static int  __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static void __Pyx_ZeroBuffer(Py_buffer* buf);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 };
static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 };

/* KeywordStringCheck.proto */
static int __Pyx_CheckKeywordStrings(PyObject *kw, const char* function_name, int kw_allowed);

/* GetAttr3.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);

/* PyDictVersioning.proto */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
    (version_var) = __PYX_GET_DICT_VERSION(dict);\
    (cache_var) = (value);
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
        (VAR) = __pyx_dict_cached_value;\
    } else {\
        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
    }\
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
#else
#define __PYX_GET_DICT_VERSION(dict)  (0)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
#endif

/* GetModuleGlobalName.proto */
#if CYTHON_USE_DICT_VERSIONS
#define __Pyx_GetModuleGlobalName(var, name)  do {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
        (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
        __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  do {\
    PY_UINT64_T __pyx_dict_version;\
    PyObject *__pyx_dict_cached_value;\
    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
#else
#define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
#endif

/* RaiseUnexpectedTypeError.proto */
static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj);

/* ExtTypeTest.proto */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

/* BufferFallbackError.proto */
static void __Pyx_RaiseBufferFallbackError(void);

/* PyFunctionFastCall.proto */
#if CYTHON_FAST_PYCALL
#if !CYTHON_VECTORCALL
#define __Pyx_PyFunction_FastCall(func, args, nargs)\
    __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs);
#endif
#define __Pyx_BUILD_ASSERT_EXPR(cond)\
    (sizeof(char [1 - 2*!(cond)]) - 1)
#ifndef Py_MEMBER_SIZE
#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
#endif
#if !CYTHON_VECTORCALL
#if PY_VERSION_HEX >= 0x03080000
  #include "frameobject.h"
#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
  #define __Pxy_PyFrame_Initialize_Offsets()
  #define __Pyx_PyFrame_GetLocalsplus(frame)  ((frame)->f_localsplus)
#else
  static size_t __pyx_pyframe_localsplus_offset = 0;
  #include "frameobject.h"
  #define __Pxy_PyFrame_Initialize_Offsets()\
    ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
     (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
  #define __Pyx_PyFrame_GetLocalsplus(frame)\
    (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
#endif
#endif
#endif

/* PyObjectCallMethO.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif

/* PyObjectFastCall.proto */
#define __Pyx_PyObject_FastCall(func, args, nargs)  __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL)
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject **args, size_t nargs, PyObject *kwargs);

/* PyObjectCallOneArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

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

/* ObjectGetItem.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key);
#else
#define __Pyx_PyObject_GetItem(obj, key)  PyObject_GetItem(obj, key)
#endif

#define __Pyx_BufPtrCContig2d(type, buf, i0, s0, i1, s1) ((type)((char*)buf + i0 * s0) + i1)
#define __Pyx_BufPtrCContig1d(type, buf, i0, s0) ((type)buf + i0)
/* RaiseUnboundLocalError.proto */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

/* PyFloatBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyFloat_SubtractObjC(PyObject *op1, PyObject *op2, double floatval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyFloat_SubtractObjC(op1, op2, floatval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceSubtract(op1, op2) : PyNumber_Subtract(op1, op2))
#endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_MultiplyCObj(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_MultiplyCObj(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceMultiply(op1, op2) : PyNumber_Multiply(op1, op2))
#endif

/* pep479.proto */
static void __Pyx_Generator_Replace_StopIteration(int in_async_gen);

/* PyObjectLookupSpecial.proto */
#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_LookupSpecialNoError(obj, attr_name)  __Pyx__PyObject_LookupSpecial(obj, attr_name, 0)
#define __Pyx_PyObject_LookupSpecial(obj, attr_name)  __Pyx__PyObject_LookupSpecial(obj, attr_name, 1)
static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error);
#else
#define __Pyx_PyObject_LookupSpecialNoError(o,n) __Pyx_PyObject_GetAttrStrNoError(o,n)
#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n)
#endif

/* PyObjectFormatSimple.proto */
#if CYTHON_COMPILING_IN_PYPY
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#elif PY_MAJOR_VERSION < 3
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyString_CheckExact(s)) ? PyUnicode_FromEncodedObject(s, NULL, "strict") :\
        PyObject_Format(s, f))
#elif CYTHON_USE_TYPE_SLOTS
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_repr(s) :\
        likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_repr(s) :\
        PyObject_Format(s, f))
#else
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#endif

/* JoinPyUnicode.proto */
static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char);

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_FloorDivideObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_FloorDivideObjC(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceFloorDivide(op1, op2) : PyNumber_FloorDivide(op1, op2))
#endif

/* IncludeStructmemberH.proto */
#include <structmember.h>

/* FixUpExtensionType.proto */
#if CYTHON_USE_TYPE_SPECS
static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);
#endif

/* FetchSharedCythonModule.proto */
static PyObject *__Pyx_FetchSharedCythonABIModule(void);

/* FetchCommonType.proto */
#if !CYTHON_USE_TYPE_SPECS
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
#else
static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases);
#endif

/* PyMethodNew.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
    PyObject *typesModule=NULL, *methodType=NULL, *result=NULL;
    CYTHON_UNUSED_VAR(typ);
    if (!self)
        return __Pyx_NewRef(func);
    typesModule = PyImport_ImportModule("types");
    if (!typesModule) return NULL;
    methodType = PyObject_GetAttrString(typesModule, "MethodType");
    Py_DECREF(typesModule);
    if (!methodType) return NULL;
    result = PyObject_CallFunctionObjArgs(methodType, func, self, NULL);
    Py_DECREF(methodType);
    return result;
}
#elif PY_MAJOR_VERSION >= 3
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
    CYTHON_UNUSED_VAR(typ);
    if (!self)
        return __Pyx_NewRef(func);
    return PyMethod_New(func, self);
}
#else
    #define __Pyx_PyMethod_New PyMethod_New
#endif

/* PyVectorcallFastCallDict.proto */
#if CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
#endif

/* CythonFunctionShared.proto */
#define __Pyx_CyFunction_USED
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CYFUNCTION_COROUTINE     0x08
#define __Pyx_CyFunction_GetClosure(f)\
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_CyFunction_GetClassObj(f)\
      (((__pyx_CyFunctionObject *) (f))->func_classobj)
#else
  #define __Pyx_CyFunction_GetClassObj(f)\
      ((PyObject*) ((PyCMethodObject *) (f))->mm_class)
#endif
#define __Pyx_CyFunction_SetClassObj(f, classobj)\
    __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (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 {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject_HEAD
    PyObject *func;
#elif PY_VERSION_HEX < 0x030900B1
    PyCFunctionObject func;
#else
    PyCMethodObject func;
#endif
#if CYTHON_BACKPORT_VECTORCALL
    __pyx_vectorcallfunc func_vectorcall;
#endif
#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
    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;
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_classobj;
#endif
    void *defaults;
    int defaults_pyobjects;
    size_t defaults_size;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
    PyObject *func_is_coroutine;
} __pyx_CyFunctionObject;
#undef __Pyx_CyOrPyCFunction_Check
#define __Pyx_CyFunction_Check(obj)  __Pyx_TypeCheck(obj, __pyx_CyFunctionType)
#define __Pyx_CyOrPyCFunction_Check(obj)  __Pyx_TypeCheck2(obj, __pyx_CyFunctionType, &PyCFunction_Type)
#define __Pyx_CyFunction_CheckExact(obj)  __Pyx_IS_TYPE(obj, __pyx_CyFunctionType)
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc);
#undef __Pyx_IsSameCFunction
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCyOrCFunction(func, cfunc)
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
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(PyObject *module);
#if CYTHON_METH_FASTCALL
static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
#if CYTHON_BACKPORT_VECTORCALL
#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall)
#else
#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall)
#endif
#endif

/* CythonFunction.proto */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);

/* PySequenceMultiply.proto */
#define __Pyx_PySequence_Multiply_Left(mul, seq)  __Pyx_PySequence_Multiply(seq, mul)
static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul);

/* BufferIndexError.proto */
static void __Pyx_RaiseBufferIndexError(int axis);

/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
#define __Pyx_PyObject_Dict_GetItem(obj, name)\
    (likely(PyDict_CheckExact(obj)) ?\
     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
#else
#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
#endif

/* SetItemInt.proto */
#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) :\
               __Pyx_SetItemInt_Generic(o, to_py_func(i), v)))
static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v);
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v,
                                               int is_list, int wraparound, int boundscheck);

/* PySequenceContains.proto */
static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
    int result = PySequence_Contains(seq, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* Import.proto */
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);

/* ImportFrom.proto */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

/* HasAttr.proto */
#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
#define __Pyx_HasAttr(o, n)  PyObject_HasAttrWithError(o, n)
#else
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
#endif

/* PyObjectCallNoArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);

/* PyObjectGetMethod.proto */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);

/* PyObjectCallMethod0.proto */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);

/* ValidateBasesTuple.proto */
#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases);
#endif

/* PyType_Ready.proto */
CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t);

/* PyObject_GenericGetAttrNoDict.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
#endif

/* PyObject_GenericGetAttr.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
#endif

/* SetupReduce.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_setup_reduce(PyObject* type_obj);
#endif

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto_3_0_10
#define __PYX_HAVE_RT_ImportType_proto_3_0_10
#if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
#include <stdalign.h>
#endif
#if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L
#define __PYX_GET_STRUCT_ALIGNMENT_3_0_10(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_3_0_10(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_3_0_10 {
   __Pyx_ImportType_CheckSize_Error_3_0_10 = 0,
   __Pyx_ImportType_CheckSize_Warn_3_0_10 = 1,
   __Pyx_ImportType_CheckSize_Ignore_3_0_10 = 2
};
static PyTypeObject *__Pyx_ImportType_3_0_10(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_10 check_size);
#endif

/* ImportDottedModule.proto */
static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple);
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple);
#endif

/* CLineInTraceback.proto */
#ifdef CYTHON_CLINE_IN_TRACEBACK
#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#else
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#endif

/* CodeObjectCache.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API
typedef struct {
    PyCodeObject* code_object;
    int code_line;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
};
static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static PyCodeObject *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
#endif

/* AddTraceback.proto */
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

/* GCCDiagnostics.proto */
#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define __Pyx_HAS_GCC_DIAGNOSTIC
#endif

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

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


/* RealImag.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #define __Pyx_CREAL(z) ((z).real())
    #define __Pyx_CIMAG(z) ((z).imag())
  #else
    #define __Pyx_CREAL(z) (__real__(z))
    #define __Pyx_CIMAG(z) (__imag__(z))
  #endif
#else
    #define __Pyx_CREAL(z) ((z).real)
    #define __Pyx_CIMAG(z) ((z).imag)
#endif
#if defined(__cplusplus) && CYTHON_CCOMPLEX\
        && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
    #define __Pyx_SET_CREAL(z,x) ((z).real(x))
    #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
#else
    #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
    #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #define __Pyx_c_eq_float(a, b)   ((a)==(b))
    #define __Pyx_c_sum_float(a, b)  ((a)+(b))
    #define __Pyx_c_diff_float(a, b) ((a)-(b))
    #define __Pyx_c_prod_float(a, b) ((a)*(b))
    #define __Pyx_c_quot_float(a, b) ((a)/(b))
    #define __Pyx_c_neg_float(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
    #define __Pyx_c_conj_float(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (::std::abs(z))
        #define __Pyx_c_pow_float(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_float(z) ((z)==0)
    #define __Pyx_c_conj_float(z)    (conjf(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (cabsf(z))
        #define __Pyx_c_pow_float(a, b)  (cpowf(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
    #endif
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #define __Pyx_c_eq_double(a, b)   ((a)==(b))
    #define __Pyx_c_sum_double(a, b)  ((a)+(b))
    #define __Pyx_c_diff_double(a, b) ((a)-(b))
    #define __Pyx_c_prod_double(a, b) ((a)*(b))
    #define __Pyx_c_quot_double(a, b) ((a)/(b))
    #define __Pyx_c_neg_double(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
    #define __Pyx_c_conj_double(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (::std::abs(z))
        #define __Pyx_c_pow_double(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_double(z) ((z)==0)
    #define __Pyx_c_conj_double(z)    (conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (cabs(z))
        #define __Pyx_c_pow_double(a, b)  (cpow(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
    #endif
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #define __Pyx_c_eq_long__double(a, b)   ((a)==(b))
    #define __Pyx_c_sum_long__double(a, b)  ((a)+(b))
    #define __Pyx_c_diff_long__double(a, b) ((a)-(b))
    #define __Pyx_c_prod_long__double(a, b) ((a)*(b))
    #define __Pyx_c_quot_long__double(a, b) ((a)/(b))
    #define __Pyx_c_neg_long__double(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_long__double(z) ((z)==(long double)0)
    #define __Pyx_c_conj_long__double(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_long__double(z)     (::std::abs(z))
        #define __Pyx_c_pow_long__double(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_long__double(z) ((z)==0)
    #define __Pyx_c_conj_long__double(z)    (conjl(z))
    #if 1
        #define __Pyx_c_abs_long__double(z)     (cabsl(z))
        #define __Pyx_c_pow_long__double(a, b)  (cpowl(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex);
    #if 1
        static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex);
        static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    #endif
#endif

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

/* CIntFromPy.proto */
static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value);

/* CIntFromPy.proto */
static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

/* FormatTypeName.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
typedef PyObject *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%U"
static __Pyx_TypeName __Pyx_PyType_GetName(PyTypeObject* tp);
#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
#else
typedef const char *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%.200s"
#define __Pyx_PyType_GetName(tp) ((tp)->tp_name)
#define __Pyx_DECREF_TypeName(obj)
#endif

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
#else
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2))
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
#endif
#define __Pyx_PyErr_ExceptionMatches2(err1, err2)  __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2)
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)

/* SwapException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSwap(type, value, tb)  __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
#endif

/* PyObjectCall2Args.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);

/* PyObjectCallMethod1.proto */
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);

/* CoroutineBase.proto */
struct __pyx_CoroutineObject;
typedef PyObject *(*__pyx_coroutine_body_t)(struct __pyx_CoroutineObject *, PyThreadState *, PyObject *);
#if CYTHON_USE_EXC_INFO_STACK
#define __Pyx_ExcInfoStruct  _PyErr_StackItem
#else
typedef struct {
    PyObject *exc_type;
    PyObject *exc_value;
    PyObject *exc_traceback;
} __Pyx_ExcInfoStruct;
#endif
typedef struct __pyx_CoroutineObject {
    PyObject_HEAD
    __pyx_coroutine_body_t body;
    PyObject *closure;
    __Pyx_ExcInfoStruct gi_exc_state;
    PyObject *gi_weakreflist;
    PyObject *classobj;
    PyObject *yieldfrom;
    PyObject *gi_name;
    PyObject *gi_qualname;
    PyObject *gi_modulename;
    PyObject *gi_code;
    PyObject *gi_frame;
    int resume_label;
    char is_running;
} __pyx_CoroutineObject;
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
    PyTypeObject *type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
    PyObject *name, PyObject *qualname, PyObject *module_name);
static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit(
            __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name);
static CYTHON_INLINE void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *self);
static int __Pyx_Coroutine_clear(PyObject *self);
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value);
static PyObject *__Pyx_Coroutine_Close(PyObject *self);
static PyObject *__Pyx_Coroutine_Throw(PyObject *gen, PyObject *args);
#if CYTHON_USE_EXC_INFO_STACK
#define __Pyx_Coroutine_SwapException(self)
#define __Pyx_Coroutine_ResetAndClearException(self)  __Pyx_Coroutine_ExceptionClear(&(self)->gi_exc_state)
#else
#define __Pyx_Coroutine_SwapException(self) {\
    __Pyx_ExceptionSwap(&(self)->gi_exc_state.exc_type, &(self)->gi_exc_state.exc_value, &(self)->gi_exc_state.exc_traceback);\
    __Pyx_Coroutine_ResetFrameBackpointer(&(self)->gi_exc_state);\
    }
#define __Pyx_Coroutine_ResetAndClearException(self) {\
    __Pyx_ExceptionReset((self)->gi_exc_state.exc_type, (self)->gi_exc_state.exc_value, (self)->gi_exc_state.exc_traceback);\
    (self)->gi_exc_state.exc_type = (self)->gi_exc_state.exc_value = (self)->gi_exc_state.exc_traceback = NULL;\
    }
#endif
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\
    __Pyx_PyGen__FetchStopIterationValue(__pyx_tstate, pvalue)
#else
#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, pvalue)
#endif
static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *tstate, PyObject **pvalue);
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state);

/* PatchModuleWithCoroutine.proto */
static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code);

/* PatchGeneratorABC.proto */
static int __Pyx_patch_abc(void);

/* Generator.proto */
#define __Pyx_Generator_USED
#define __Pyx_Generator_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_GeneratorType)
#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\
    __Pyx__Coroutine_New(__pyx_GeneratorType, body, code, closure, name, qualname, module_name)
static PyObject *__Pyx_Generator_Next(PyObject *self);
static int __pyx_Generator_init(PyObject *module);

/* CheckBinaryVersion.proto */
static unsigned long __Pyx_get_runtime_version(void);
static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer);

/* InitStrings.proto */
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

/* #### Code section: module_declarations ### */
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/

/* Module declarations from "cython" */

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

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

/* Module declarations from "__builtin__" */

/* Module declarations from "cpython.type" */

/* Module declarations from "cpython" */

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

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

/* Module declarations from "numpy" */

/* Module declarations from "numpy" */

/* Module declarations from "galaxy_model" */

/* Module declarations from "lensmc.galaxy_model" */
static PyObject *__pyx_f_6lensmc_12galaxy_model___pyx_unpickle_WorkingArrays__set_state(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *, PyObject *); /*proto*/
/* #### Code section: typeinfo ### */
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo___pyx_t_float_complex = { "float complex", NULL, sizeof(__pyx_t_float_complex), { 0 }, 0, 'C', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t = { "float64_t", NULL, sizeof(__pyx_t_5numpy_float64_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo___pyx_t_double_complex = { "double complex", NULL, sizeof(__pyx_t_double_complex), { 0 }, 0, 'C', 0, 0 };
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "lensmc.galaxy_model"
extern int __pyx_module_is_main_lensmc__galaxy_model;
int __pyx_module_is_main_lensmc__galaxy_model = 0;

/* Implementation of "lensmc.galaxy_model" */
/* #### Code section: global_var ### */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_open;
static PyObject *__pyx_builtin_print;
static PyObject *__pyx_builtin_ImportError;
/* #### Code section: string_decls ### */
static const char __pyx_k_f[] = "f";
static const char __pyx_k_n[] = "n";
static const char __pyx_k_s[] = "s";
static const char __pyx_k_e1[] = "e1";
static const char __pyx_k_e2[] = "e2";
static const char __pyx_k_fo[] = "fo";
static const char __pyx_k_gc[] = "gc";
static const char __pyx_k_ii[] = "ii";
static const char __pyx_k_jj[] = "jj";
static const char __pyx_k_np[] = "np";
static const char __pyx_k_oo[] = "oo";
static const char __pyx_k_os[] = "os";
static const char __pyx_k_rb[] = "rb";
static const char __pyx_k_rr[] = "rr";
static const char __pyx_k_wb[] = "wb";
static const char __pyx_k__11[] = "...";
static const char __pyx_k__15[] = ".";
static const char __pyx_k__16[] = "*";
static const char __pyx_k__35[] = "?";
static const char __pyx_k_eye[] = "eye";
static const char __pyx_k_fft[] = "fft";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_FFTW[] = "FFTW";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_axes[] = "axes";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_dump[] = "dump";
static const char __pyx_k_exit[] = "__exit__";
static const char __pyx_k_join[] = "join";
static const char __pyx_k_load[] = "load";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mdim[] = "mdim";
static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_odim[] = "odim";
static const char __pyx_k_open[] = "open";
static const char __pyx_k_path[] = "path";
static const char __pyx_k_plan[] = "plan";
static const char __pyx_k_real[] = "real";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_send[] = "send";
static const char __pyx_k_spec[] = "__spec__";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_debug[] = "debug";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_empty[] = "empty";
static const char __pyx_k_enter[] = "__enter__";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_model[] = "model";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_print[] = "print";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_s_pix[] = "s_pix";
static const char __pyx_k_slots[] = "__slots__";
static const char __pyx_k_sqrt2[] = "sqrt2";
static const char __pyx_k_state[] = "state";
static const char __pyx_k_throw[] = "throw";
static const char __pyx_k_x_bin[] = "x.bin";
static const char __pyx_k_zeros[] = "zeros";
static const char __pyx_k_a_disc[] = "a_disc";
static const char __pyx_k_astype[] = "astype";
static const char __pyx_k_dict_2[] = "_dict";
static const char __pyx_k_enable[] = "enable";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_isfile[] = "isfile";
static const char __pyx_k_lensmc[] = "lensmc";
static const char __pyx_k_logger[] = "logger";
static const char __pyx_k_n_disc[] = "n_disc";
static const char __pyx_k_n_odim[] = "n_odim";
static const char __pyx_k_path_2[] = "__path__";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_psf_ft[] = "psf_ft";
static const char __pyx_k_pyfftw[] = "pyfftw";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_a_bulge[] = "a_bulge";
static const char __pyx_k_delta_x[] = "delta_x";
static const char __pyx_k_delta_y[] = "delta_y";
static const char __pyx_k_disable[] = "disable";
static const char __pyx_k_disc_ht[] = "disc_ht";
static const char __pyx_k_dsmodel[] = "dsmodel";
static const char __pyx_k_float32[] = "float32";
static const char __pyx_k_float64[] = "float64";
static const char __pyx_k_genexpr[] = "genexpr";
static const char __pyx_k_n_bulge[] = "n_bulge";
static const char __pyx_k_threads[] = "threads";
static const char __pyx_k_arr_size[] = "arr_size";
static const char __pyx_k_bulge_ht[] = "bulge_ht";
static const char __pyx_k_dtype_ft[] = "dtype_ft";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_model_ft[] = "model_ft";
static const char __pyx_k_model_ht[] = "model_ht";
static const char __pyx_k_n_n_disc[] = "n_n_disc";
static const char __pyx_k_odim_min[] = "odim_min";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_s_cutoff[] = "s_cutoff";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_x_offset[] = "x_offset";
static const char __pyx_k_y_offset[] = "y_offset";
static const char __pyx_k_aux_cache[] = "aux/cache_";
static const char __pyx_k_cache_bin[] = "cache.bin";
static const char __pyx_k_complex64[] = "complex64";
static const char __pyx_k_delta_max[] = "delta_max";
static const char __pyx_k_direction[] = "direction";
static const char __pyx_k_fftw_plan[] = "fftw_plan";
static const char __pyx_k_ifftshift[] = "ifftshift";
static const char __pyx_k_isenabled[] = "isenabled";
static const char __pyx_k_n_n_bulge[] = "n_n_bulge";
static const char __pyx_k_numpy_fft[] = "numpy.fft";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_rfiducial[] = "rfiducial";
static const char __pyx_k_semimajor[] = "semimajor";
static const char __pyx_k_templates[] = "templates";
static const char __pyx_k_xshift_ft[] = "xshift_ft";
static const char __pyx_k_yshift_ft[] = "yshift_ft";
static const char __pyx_k_arr_h_size[] = "arr_h_size";
static const char __pyx_k_cache_file[] = "cache_file";
static const char __pyx_k_complex128[] = "complex128";
static const char __pyx_k_dsmodel_ft[] = "dsmodel_ft";
static const char __pyx_k_fftw_flags[] = "fftw_flags";
static const char __pyx_k_issubdtype[] = "issubdtype";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_LensMCError[] = "LensMCError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_cache_files[] = "cache_files";
static const char __pyx_k_input_array[] = "input_array";
static const char __pyx_k_lensmc_path[] = "lensmc_path";
static const char __pyx_k_n_rfiducial[] = "n_rfiducial";
static const char __pyx_k_pixel_scale[] = "pixel_scale";
static const char __pyx_k_psf_ft_at_o[] = "psf_ft_at_o";
static const char __pyx_k_FFTW_MEASURE[] = "FFTW_MEASURE";
static const char __pyx_k_convmodel_ft[] = "convmodel_ft";
static const char __pyx_k_dsmodel_plan[] = "dsmodel_plan";
static const char __pyx_k_initializing[] = "_initializing";
static const char __pyx_k_is_coroutine[] = "_is_coroutine";
static const char __pyx_k_lensmc_utils[] = "lensmc.utils";
static const char __pyx_k_output_array[] = "output_array";
static const char __pyx_k_oversampling[] = "oversampling";
static const char __pyx_k_psf_centring[] = "psf_centring";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_stringsource[] = "<stringsource>";
static const char __pyx_k_use_setstate[] = "use_setstate";
static const char __pyx_k_FFTW_BACKWARD[] = "FFTW_BACKWARD";
static const char __pyx_k_WorkingArrays[] = "WorkingArrays";
static const char __pyx_k_class_getitem[] = "__class_getitem__";
static const char __pyx_k_delta_max_pix[] = "delta_max_pix";
static const char __pyx_k_disc_model_ht[] = "disc_model_ht";
static const char __pyx_k_failure_array[] = "failure_array";
static const char __pyx_k_model_ht_at_r[] = "model_ht_at_r";
static const char __pyx_k_pkg_resources[] = "pkg_resources";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_zeros_aligned[] = "zeros_aligned";
static const char __pyx_k_bulge_model_ht[] = "bulge_model_ht";
static const char __pyx_k_generate_model[] = "generate_model";
static const char __pyx_k_sqrt2_by_s_pix[] = "sqrt2_by_s_pix";
static const char __pyx_k_working_arrays[] = "working_arrays";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_templates_cache[] = "templates_cache";
static const char __pyx_k_resampledmodel_ft[] = "resampledmodel_ft";
static const char __pyx_k_resource_filename[] = "resource_filename";
static const char __pyx_k_s_cutoff_by_s_pix[] = "s_cutoff_by_s_pix";
static const char __pyx_k_asyncio_coroutines[] = "asyncio.coroutines";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_do_hankel_resample[] = "do_hankel_resample";
static const char __pyx_k_generate_templates[] = "generate_templates";
static const char __pyx_k_model_oversampling[] = "model_oversampling";
static const char __pyx_k_resampled_model_ft[] = "resampled_model_ft";
static const char __pyx_k_Disc_Sersic_index_n[] = "Disc Sersic index n=";
static const char __pyx_k_lensmc_galaxy_model[] = "lensmc.galaxy_model";
static const char __pyx_k_Bulge_Sersic_index_n[] = "Bulge Sersic index n=";
static const char __pyx_k_alloc_working_arrays[] = "alloc_working_arrays";
static const char __pyx_k_do_choose_model_size[] = "do_choose_model_size";
static const char __pyx_k_astrometric_distortion[] = "astrometric_distortion";
static const char __pyx_k_model_oversampling_fcn[] = "model_oversampling_fcn";
static const char __pyx_k_Galaxy_x_offset_too_big[] = "Galaxy x offset too big.";
static const char __pyx_k_Galaxy_y_offset_too_big[] = "Galaxy y offset too big.";
static const char __pyx_k_pyx_unpickle_WorkingArrays[] = "__pyx_unpickle_WorkingArrays";
static const char __pyx_k_WorkingArrays___reduce_cython[] = "WorkingArrays.__reduce_cython__";
static const char __pyx_k_Model_templates_cache_saved_to[] = "Model templates cache saved to ";
static const char __pyx_k_LensMC_a_Python_package_for_wea[] = "\nLensMC - a Python package for weak lensing shear measurements.\nFast galaxy model generation interfacing with C library.\n\nCopyright 2015 Giuseppe Congedo\n";
static const char __pyx_k_The_requested_oversampling_does[] = "The requested 'oversampling' does not match with the one stored in cache.";
static const char __pyx_k_WorkingArrays___setstate_cython[] = "WorkingArrays.__setstate_cython__";
static const char __pyx_k_generate_templates_locals_model[] = "generate_templates.<locals>.model_oversampling_fcn";
static const char __pyx_k_Galaxy_size_too_big_Increase_max[] = "Galaxy size too big. Increase max dimension of output array.";
static const char __pyx_k_Generating_model_templates_cache[] = "Generating model templates cache, this may take a while...";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))";
static const char __pyx_k_The_requested_mdim_does_not_matc[] = "The requested 'mdim' does not match with the one stored in cache.";
static const char __pyx_k_The_requested_n_bulge_does_not_m[] = "The requested 'n_bulge' does not match with the ones stored in cache.";
static const char __pyx_k_The_requested_rfiducial_does_not[] = "The requested 'rfiducial' does not match with the ones stored in cache.";
static const char __pyx_k_generate_templates_locals_genexp[] = "generate_templates.<locals>.genexpr";
static const char __pyx_k_lensmc_src_cython_galaxy_model_p[] = "lensmc/src/cython/galaxy_model.pyx";
static const char __pyx_k_numpy__core_multiarray_failed_to[] = "numpy._core.multiarray failed to import";
static const char __pyx_k_numpy__core_umath_failed_to_impo[] = "numpy._core.umath failed to import";
static const char __pyx_k_Galaxy_size_too_big_Increase_max_2[] = "Galaxy size too big. Increase max fiducial radius of input galaxy.";
/* #### Code section: decls ### */
static int __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays___init__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self, PyObject *__pyx_v_rfiducial, PyObject *__pyx_v_odim, int __pyx_v_mdim, int __pyx_v_oversampling, float __pyx_v_n_bulge, float __pyx_v_n_disc, PyObject *__pyx_v_bulge_ht, PyObject *__pyx_v_disc_ht, PyObject *__pyx_v_dsmodel_plan, PyArrayObject *__pyx_v_resampled_model_ft, PyArrayObject *__pyx_v_xshift_ft, PyArrayObject *__pyx_v_yshift_ft, PyObject *__pyx_v_convmodel_ft, int __pyx_v_oo, int __pyx_v_rr); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9rfiducial___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4odim___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4mdim___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12oversampling___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_7n_bulge___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_6n_disc___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_8bulge_ht___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_7disc_ht___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12dsmodel_plan___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_18resampled_model_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9xshift_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9yshift_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12convmodel_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2oo___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2rr___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2__reduce_cython__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4__setstate_cython__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_generate_model(CYTHON_UNUSED PyObject *__pyx_self, double __pyx_v_e1, double __pyx_v_e2, double __pyx_v_s, double __pyx_v_delta_x, double __pyx_v_delta_y, PyObject *__pyx_v_model_ht, PyObject *__pyx_v_psf_ft, struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_working_arrays, PyArrayObject *__pyx_v_astrometric_distortion, double __pyx_v_x_offset, double __pyx_v_y_offset, double __pyx_v_pixel_scale, int __pyx_v_semimajor, int __pyx_v_psf_centring, int __pyx_v_do_hankel_resample, int __pyx_v_do_choose_model_size, unsigned int __pyx_v_odim_min); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_8__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_18generate_templates_model_oversampling_fcn(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_n); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_18generate_templates_2genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_2generate_templates(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rfiducial, PyObject *__pyx_v_oversampling, PyObject *__pyx_v_cache_file, PyObject *__pyx_v_mdim, PyObject *__pyx_v_n_bulge, PyObject *__pyx_v_n_disc, PyObject *__pyx_v_dtype, PyObject *__pyx_v_fftw_flags); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_10__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_4alloc_working_arrays(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_n_bulge, PyObject *__pyx_v_n_disc, PyObject *__pyx_v_rfiducial, PyObject *__pyx_v_odim, PyObject *__pyx_v_oversampling, PyObject *__pyx_v_cache_file, PyObject *__pyx_v_mdim, PyObject *__pyx_v_dtype, PyObject *__pyx_v_fftw_flags); /* proto */
static PyObject *__pyx_pf_6lensmc_12galaxy_model_6__pyx_unpickle_WorkingArrays(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_tp_new_6lensmc_12galaxy_model_WorkingArrays(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6lensmc_12galaxy_model___pyx_scope_struct__genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
/* #### Code section: late_includes ### */
/* #### Code section: module_state ### */
typedef struct {
  PyObject *__pyx_d;
  PyObject *__pyx_b;
  PyObject *__pyx_cython_runtime;
  PyObject *__pyx_empty_tuple;
  PyObject *__pyx_empty_bytes;
  PyObject *__pyx_empty_unicode;
  #ifdef __Pyx_CyFunction_USED
  PyTypeObject *__pyx_CyFunctionType;
  #endif
  #ifdef __Pyx_FusedFunction_USED
  PyTypeObject *__pyx_FusedFunctionType;
  #endif
  #ifdef __Pyx_Generator_USED
  PyTypeObject *__pyx_GeneratorType;
  #endif
  #ifdef __Pyx_IterableCoroutine_USED
  PyTypeObject *__pyx_IterableCoroutineType;
  #endif
  #ifdef __Pyx_Coroutine_USED
  PyTypeObject *__pyx_CoroutineAwaitType;
  #endif
  #ifdef __Pyx_Coroutine_USED
  PyTypeObject *__pyx_CoroutineType;
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  PyTypeObject *__pyx_ptype_7cpython_4type_type;
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  #endif
  PyTypeObject *__pyx_ptype_5numpy_dtype;
  PyTypeObject *__pyx_ptype_5numpy_flatiter;
  PyTypeObject *__pyx_ptype_5numpy_broadcast;
  PyTypeObject *__pyx_ptype_5numpy_ndarray;
  PyTypeObject *__pyx_ptype_5numpy_generic;
  PyTypeObject *__pyx_ptype_5numpy_number;
  PyTypeObject *__pyx_ptype_5numpy_integer;
  PyTypeObject *__pyx_ptype_5numpy_signedinteger;
  PyTypeObject *__pyx_ptype_5numpy_unsignedinteger;
  PyTypeObject *__pyx_ptype_5numpy_inexact;
  PyTypeObject *__pyx_ptype_5numpy_floating;
  PyTypeObject *__pyx_ptype_5numpy_complexfloating;
  PyTypeObject *__pyx_ptype_5numpy_flexible;
  PyTypeObject *__pyx_ptype_5numpy_character;
  PyTypeObject *__pyx_ptype_5numpy_ufunc;
  #if CYTHON_USE_MODULE_STATE
  #endif
  #if CYTHON_USE_MODULE_STATE
  PyObject *__pyx_type_6lensmc_12galaxy_model_WorkingArrays;
  PyObject *__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr;
  #endif
  PyTypeObject *__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays;
  PyTypeObject *__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr;
  PyObject *__pyx_kp_u_Bulge_Sersic_index_n;
  PyObject *__pyx_kp_u_Disc_Sersic_index_n;
  PyObject *__pyx_n_s_FFTW;
  PyObject *__pyx_n_u_FFTW_BACKWARD;
  PyObject *__pyx_n_u_FFTW_MEASURE;
  PyObject *__pyx_kp_u_Galaxy_size_too_big_Increase_max;
  PyObject *__pyx_kp_u_Galaxy_size_too_big_Increase_max_2;
  PyObject *__pyx_kp_u_Galaxy_x_offset_too_big;
  PyObject *__pyx_kp_u_Galaxy_y_offset_too_big;
  PyObject *__pyx_kp_u_Generating_model_templates_cache;
  PyObject *__pyx_n_s_ImportError;
  PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
  PyObject *__pyx_n_s_LensMCError;
  PyObject *__pyx_kp_u_Model_templates_cache_saved_to;
  PyObject *__pyx_n_s_PickleError;
  PyObject *__pyx_kp_u_The_requested_mdim_does_not_matc;
  PyObject *__pyx_kp_u_The_requested_n_bulge_does_not_m;
  PyObject *__pyx_kp_u_The_requested_oversampling_does;
  PyObject *__pyx_kp_u_The_requested_rfiducial_does_not;
  PyObject *__pyx_n_s_WorkingArrays;
  PyObject *__pyx_n_s_WorkingArrays___reduce_cython;
  PyObject *__pyx_n_s_WorkingArrays___setstate_cython;
  PyObject *__pyx_kp_u__11;
  PyObject *__pyx_kp_u__15;
  PyObject *__pyx_n_s__16;
  PyObject *__pyx_n_s__35;
  PyObject *__pyx_n_s_a_bulge;
  PyObject *__pyx_n_u_a_bulge;
  PyObject *__pyx_n_s_a_disc;
  PyObject *__pyx_n_u_a_disc;
  PyObject *__pyx_n_s_alloc_working_arrays;
  PyObject *__pyx_n_s_args;
  PyObject *__pyx_n_s_arr_h_size;
  PyObject *__pyx_n_s_arr_size;
  PyObject *__pyx_n_s_astrometric_distortion;
  PyObject *__pyx_n_s_astype;
  PyObject *__pyx_n_s_asyncio_coroutines;
  PyObject *__pyx_kp_u_aux_cache;
  PyObject *__pyx_n_s_axes;
  PyObject *__pyx_n_s_bulge_ht;
  PyObject *__pyx_n_u_bulge_ht;
  PyObject *__pyx_n_s_bulge_model_ht;
  PyObject *__pyx_kp_u_cache_bin;
  PyObject *__pyx_n_s_cache_file;
  PyObject *__pyx_n_s_cache_files;
  PyObject *__pyx_n_s_class_getitem;
  PyObject *__pyx_n_s_cline_in_traceback;
  PyObject *__pyx_n_s_close;
  PyObject *__pyx_n_s_complex128;
  PyObject *__pyx_n_s_complex64;
  PyObject *__pyx_n_s_convmodel_ft;
  PyObject *__pyx_n_u_convmodel_ft;
  PyObject *__pyx_n_s_debug;
  PyObject *__pyx_n_s_delta_max;
  PyObject *__pyx_n_s_delta_max_pix;
  PyObject *__pyx_n_s_delta_x;
  PyObject *__pyx_n_s_delta_y;
  PyObject *__pyx_n_s_dict;
  PyObject *__pyx_n_s_dict_2;
  PyObject *__pyx_n_s_direction;
  PyObject *__pyx_kp_u_disable;
  PyObject *__pyx_n_s_disc_ht;
  PyObject *__pyx_n_u_disc_ht;
  PyObject *__pyx_n_s_disc_model_ht;
  PyObject *__pyx_n_s_do_choose_model_size;
  PyObject *__pyx_n_s_do_hankel_resample;
  PyObject *__pyx_n_s_dsmodel;
  PyObject *__pyx_n_s_dsmodel_ft;
  PyObject *__pyx_n_s_dsmodel_plan;
  PyObject *__pyx_n_u_dsmodel_plan;
  PyObject *__pyx_n_s_dtype;
  PyObject *__pyx_n_s_dtype_ft;
  PyObject *__pyx_n_s_dump;
  PyObject *__pyx_n_s_e1;
  PyObject *__pyx_n_s_e2;
  PyObject *__pyx_n_s_empty;
  PyObject *__pyx_kp_u_enable;
  PyObject *__pyx_n_s_enter;
  PyObject *__pyx_n_s_exit;
  PyObject *__pyx_n_s_eye;
  PyObject *__pyx_n_s_f;
  PyObject *__pyx_n_s_failure_array;
  PyObject *__pyx_n_s_fft;
  PyObject *__pyx_n_s_fftw_flags;
  PyObject *__pyx_n_s_fftw_plan;
  PyObject *__pyx_n_s_flags;
  PyObject *__pyx_n_s_float32;
  PyObject *__pyx_n_s_float64;
  PyObject *__pyx_n_s_fo;
  PyObject *__pyx_kp_u_gc;
  PyObject *__pyx_n_s_generate_model;
  PyObject *__pyx_n_s_generate_templates;
  PyObject *__pyx_n_s_generate_templates_locals_genexp;
  PyObject *__pyx_n_s_generate_templates_locals_model;
  PyObject *__pyx_n_s_genexpr;
  PyObject *__pyx_n_s_getstate;
  PyObject *__pyx_n_s_ifftshift;
  PyObject *__pyx_n_s_ii;
  PyObject *__pyx_n_s_import;
  PyObject *__pyx_n_s_index;
  PyObject *__pyx_n_s_initializing;
  PyObject *__pyx_n_s_input_array;
  PyObject *__pyx_n_s_is_coroutine;
  PyObject *__pyx_kp_u_isenabled;
  PyObject *__pyx_n_s_isfile;
  PyObject *__pyx_n_s_issubdtype;
  PyObject *__pyx_n_s_jj;
  PyObject *__pyx_n_s_join;
  PyObject *__pyx_n_s_lensmc;
  PyObject *__pyx_n_u_lensmc;
  PyObject *__pyx_n_s_lensmc_galaxy_model;
  PyObject *__pyx_n_s_lensmc_path;
  PyObject *__pyx_kp_s_lensmc_src_cython_galaxy_model_p;
  PyObject *__pyx_n_s_lensmc_utils;
  PyObject *__pyx_n_s_load;
  PyObject *__pyx_n_s_logger;
  PyObject *__pyx_n_s_main;
  PyObject *__pyx_n_s_mdim;
  PyObject *__pyx_n_u_mdim;
  PyObject *__pyx_n_s_model;
  PyObject *__pyx_n_s_model_ft;
  PyObject *__pyx_n_s_model_ht;
  PyObject *__pyx_n_s_model_ht_at_r;
  PyObject *__pyx_n_s_model_oversampling;
  PyObject *__pyx_n_s_model_oversampling_fcn;
  PyObject *__pyx_n_s_n;
  PyObject *__pyx_n_s_n_bulge;
  PyObject *__pyx_n_u_n_bulge;
  PyObject *__pyx_n_s_n_disc;
  PyObject *__pyx_n_u_n_disc;
  PyObject *__pyx_n_s_n_n_bulge;
  PyObject *__pyx_n_s_n_n_disc;
  PyObject *__pyx_n_s_n_odim;
  PyObject *__pyx_n_s_n_rfiducial;
  PyObject *__pyx_n_s_name;
  PyObject *__pyx_n_s_new;
  PyObject *__pyx_n_s_np;
  PyObject *__pyx_n_s_numpy;
  PyObject *__pyx_kp_u_numpy__core_multiarray_failed_to;
  PyObject *__pyx_kp_u_numpy__core_umath_failed_to_impo;
  PyObject *__pyx_n_s_numpy_fft;
  PyObject *__pyx_n_s_odim;
  PyObject *__pyx_n_u_odim;
  PyObject *__pyx_n_s_odim_min;
  PyObject *__pyx_n_s_oo;
  PyObject *__pyx_n_s_open;
  PyObject *__pyx_n_s_os;
  PyObject *__pyx_n_s_output_array;
  PyObject *__pyx_n_s_oversampling;
  PyObject *__pyx_n_u_oversampling;
  PyObject *__pyx_n_s_path;
  PyObject *__pyx_n_s_path_2;
  PyObject *__pyx_n_s_pickle;
  PyObject *__pyx_n_s_pixel_scale;
  PyObject *__pyx_n_s_pkg_resources;
  PyObject *__pyx_n_s_plan;
  PyObject *__pyx_n_s_print;
  PyObject *__pyx_n_s_psf_centring;
  PyObject *__pyx_n_s_psf_ft;
  PyObject *__pyx_n_s_psf_ft_at_o;
  PyObject *__pyx_n_s_pyfftw;
  PyObject *__pyx_n_s_pyx_PickleError;
  PyObject *__pyx_n_s_pyx_checksum;
  PyObject *__pyx_n_s_pyx_result;
  PyObject *__pyx_n_s_pyx_state;
  PyObject *__pyx_n_s_pyx_type;
  PyObject *__pyx_n_s_pyx_unpickle_WorkingArrays;
  PyObject *__pyx_n_s_range;
  PyObject *__pyx_n_u_rb;
  PyObject *__pyx_n_s_real;
  PyObject *__pyx_n_s_reduce;
  PyObject *__pyx_n_s_reduce_cython;
  PyObject *__pyx_n_s_reduce_ex;
  PyObject *__pyx_n_s_resampled_model_ft;
  PyObject *__pyx_n_u_resampled_model_ft;
  PyObject *__pyx_n_s_resampledmodel_ft;
  PyObject *__pyx_n_s_resource_filename;
  PyObject *__pyx_n_s_rfiducial;
  PyObject *__pyx_n_u_rfiducial;
  PyObject *__pyx_n_s_rr;
  PyObject *__pyx_n_s_s;
  PyObject *__pyx_n_s_s_cutoff;
  PyObject *__pyx_n_s_s_cutoff_by_s_pix;
  PyObject *__pyx_n_s_s_pix;
  PyObject *__pyx_n_s_self;
  PyObject *__pyx_n_s_semimajor;
  PyObject *__pyx_n_s_send;
  PyObject *__pyx_n_s_setstate;
  PyObject *__pyx_n_s_setstate_cython;
  PyObject *__pyx_n_s_slots;
  PyObject *__pyx_n_s_spec;
  PyObject *__pyx_n_s_sqrt2;
  PyObject *__pyx_n_s_sqrt2_by_s_pix;
  PyObject *__pyx_n_s_state;
  PyObject *__pyx_kp_s_stringsource;
  PyObject *__pyx_n_s_templates;
  PyObject *__pyx_n_s_templates_cache;
  PyObject *__pyx_n_s_test;
  PyObject *__pyx_n_s_threads;
  PyObject *__pyx_n_s_throw;
  PyObject *__pyx_n_s_update;
  PyObject *__pyx_n_s_use_setstate;
  PyObject *__pyx_n_u_wb;
  PyObject *__pyx_n_s_working_arrays;
  PyObject *__pyx_kp_u_x_bin;
  PyObject *__pyx_n_s_x_offset;
  PyObject *__pyx_n_s_xshift_ft;
  PyObject *__pyx_n_u_xshift_ft;
  PyObject *__pyx_n_s_y_offset;
  PyObject *__pyx_n_s_yshift_ft;
  PyObject *__pyx_n_u_yshift_ft;
  PyObject *__pyx_n_s_zeros;
  PyObject *__pyx_n_s_zeros_aligned;
  PyObject *__pyx_float_1_;
  PyObject *__pyx_float_2_;
  PyObject *__pyx_float_3_;
  PyObject *__pyx_float_4_;
  PyObject *__pyx_float_5_;
  PyObject *__pyx_float_6_;
  PyObject *__pyx_float_8_;
  PyObject *__pyx_float_0_5;
  PyObject *__pyx_float_1_5;
  PyObject *__pyx_float_16_;
  PyObject *__pyx_float_18_;
  PyObject *__pyx_float_2_5;
  PyObject *__pyx_float_3_5;
  PyObject *__pyx_float_32_;
  PyObject *__pyx_float_4_5;
  PyObject *__pyx_float_5_5;
  PyObject *__pyx_float_0_331;
  PyObject *__pyx_float_9_375;
  PyObject *__pyx_float_6_29167;
  PyObject *__pyx_float_8_08333;
  PyObject *__pyx_float_1_4142135623730951;
  PyObject *__pyx_int_0;
  PyObject *__pyx_int_1;
  PyObject *__pyx_int_2;
  PyObject *__pyx_int_3;
  PyObject *__pyx_int_10;
  PyObject *__pyx_int_32;
  PyObject *__pyx_int_48;
  PyObject *__pyx_int_64;
  PyObject *__pyx_int_96;
  PyObject *__pyx_int_128;
  PyObject *__pyx_int_192;
  PyObject *__pyx_int_256;
  PyObject *__pyx_int_384;
  PyObject *__pyx_int_16384;
  PyObject *__pyx_int_37495948;
  PyObject *__pyx_int_44691943;
  PyObject *__pyx_int_69412810;
  PyObject *__pyx_tuple_;
  PyObject *__pyx_tuple__2;
  PyObject *__pyx_tuple__3;
  PyObject *__pyx_tuple__4;
  PyObject *__pyx_tuple__5;
  PyObject *__pyx_tuple__6;
  PyObject *__pyx_tuple__7;
  PyObject *__pyx_tuple__8;
  PyObject *__pyx_slice__12;
  PyObject *__pyx_tuple__10;
  PyObject *__pyx_tuple__13;
  PyObject *__pyx_tuple__14;
  PyObject *__pyx_tuple__17;
  PyObject *__pyx_tuple__18;
  PyObject *__pyx_tuple__19;
  PyObject *__pyx_tuple__20;
  PyObject *__pyx_tuple__21;
  PyObject *__pyx_tuple__22;
  PyObject *__pyx_tuple__23;
  PyObject *__pyx_tuple__25;
  PyObject *__pyx_tuple__27;
  PyObject *__pyx_tuple__29;
  PyObject *__pyx_tuple__31;
  PyObject *__pyx_tuple__33;
  PyObject *__pyx_codeobj__9;
  PyObject *__pyx_codeobj__24;
  PyObject *__pyx_codeobj__26;
  PyObject *__pyx_codeobj__28;
  PyObject *__pyx_codeobj__30;
  PyObject *__pyx_codeobj__32;
  PyObject *__pyx_codeobj__34;
} __pyx_mstate;

#if CYTHON_USE_MODULE_STATE
#ifdef __cplusplus
namespace {
  extern struct PyModuleDef __pyx_moduledef;
} /* anonymous namespace */
#else
static struct PyModuleDef __pyx_moduledef;
#endif

#define __pyx_mstate(o) ((__pyx_mstate *)__Pyx_PyModule_GetState(o))

#define __pyx_mstate_global (__pyx_mstate(PyState_FindModule(&__pyx_moduledef)))

#define __pyx_m (PyState_FindModule(&__pyx_moduledef))
#else
static __pyx_mstate __pyx_mstate_global_static =
#ifdef __cplusplus
    {};
#else
    {0};
#endif
static __pyx_mstate *__pyx_mstate_global = &__pyx_mstate_global_static;
#endif
/* #### Code section: module_state_clear ### */
#if CYTHON_USE_MODULE_STATE
static int __pyx_m_clear(PyObject *m) {
  __pyx_mstate *clear_module_state = __pyx_mstate(m);
  if (!clear_module_state) return 0;
  Py_CLEAR(clear_module_state->__pyx_d);
  Py_CLEAR(clear_module_state->__pyx_b);
  Py_CLEAR(clear_module_state->__pyx_cython_runtime);
  Py_CLEAR(clear_module_state->__pyx_empty_tuple);
  Py_CLEAR(clear_module_state->__pyx_empty_bytes);
  Py_CLEAR(clear_module_state->__pyx_empty_unicode);
  #ifdef __Pyx_CyFunction_USED
  Py_CLEAR(clear_module_state->__pyx_CyFunctionType);
  #endif
  #ifdef __Pyx_FusedFunction_USED
  Py_CLEAR(clear_module_state->__pyx_FusedFunctionType);
  #endif
  Py_CLEAR(clear_module_state->__pyx_ptype_7cpython_4type_type);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_dtype);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flatiter);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_broadcast);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ndarray);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_generic);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_number);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_integer);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_signedinteger);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_unsignedinteger);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_inexact);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_floating);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_complexfloating);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flexible);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_character);
  Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ufunc);
  Py_CLEAR(clear_module_state->__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays);
  Py_CLEAR(clear_module_state->__pyx_type_6lensmc_12galaxy_model_WorkingArrays);
  Py_CLEAR(clear_module_state->__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr);
  Py_CLEAR(clear_module_state->__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Bulge_Sersic_index_n);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Disc_Sersic_index_n);
  Py_CLEAR(clear_module_state->__pyx_n_s_FFTW);
  Py_CLEAR(clear_module_state->__pyx_n_u_FFTW_BACKWARD);
  Py_CLEAR(clear_module_state->__pyx_n_u_FFTW_MEASURE);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Galaxy_size_too_big_Increase_max);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Galaxy_size_too_big_Increase_max_2);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Galaxy_x_offset_too_big);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Galaxy_y_offset_too_big);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Generating_model_templates_cache);
  Py_CLEAR(clear_module_state->__pyx_n_s_ImportError);
  Py_CLEAR(clear_module_state->__pyx_kp_s_Incompatible_checksums_0x_x_vs_0);
  Py_CLEAR(clear_module_state->__pyx_n_s_LensMCError);
  Py_CLEAR(clear_module_state->__pyx_kp_u_Model_templates_cache_saved_to);
  Py_CLEAR(clear_module_state->__pyx_n_s_PickleError);
  Py_CLEAR(clear_module_state->__pyx_kp_u_The_requested_mdim_does_not_matc);
  Py_CLEAR(clear_module_state->__pyx_kp_u_The_requested_n_bulge_does_not_m);
  Py_CLEAR(clear_module_state->__pyx_kp_u_The_requested_oversampling_does);
  Py_CLEAR(clear_module_state->__pyx_kp_u_The_requested_rfiducial_does_not);
  Py_CLEAR(clear_module_state->__pyx_n_s_WorkingArrays);
  Py_CLEAR(clear_module_state->__pyx_n_s_WorkingArrays___reduce_cython);
  Py_CLEAR(clear_module_state->__pyx_n_s_WorkingArrays___setstate_cython);
  Py_CLEAR(clear_module_state->__pyx_kp_u__11);
  Py_CLEAR(clear_module_state->__pyx_kp_u__15);
  Py_CLEAR(clear_module_state->__pyx_n_s__16);
  Py_CLEAR(clear_module_state->__pyx_n_s__35);
  Py_CLEAR(clear_module_state->__pyx_n_s_a_bulge);
  Py_CLEAR(clear_module_state->__pyx_n_u_a_bulge);
  Py_CLEAR(clear_module_state->__pyx_n_s_a_disc);
  Py_CLEAR(clear_module_state->__pyx_n_u_a_disc);
  Py_CLEAR(clear_module_state->__pyx_n_s_alloc_working_arrays);
  Py_CLEAR(clear_module_state->__pyx_n_s_args);
  Py_CLEAR(clear_module_state->__pyx_n_s_arr_h_size);
  Py_CLEAR(clear_module_state->__pyx_n_s_arr_size);
  Py_CLEAR(clear_module_state->__pyx_n_s_astrometric_distortion);
  Py_CLEAR(clear_module_state->__pyx_n_s_astype);
  Py_CLEAR(clear_module_state->__pyx_n_s_asyncio_coroutines);
  Py_CLEAR(clear_module_state->__pyx_kp_u_aux_cache);
  Py_CLEAR(clear_module_state->__pyx_n_s_axes);
  Py_CLEAR(clear_module_state->__pyx_n_s_bulge_ht);
  Py_CLEAR(clear_module_state->__pyx_n_u_bulge_ht);
  Py_CLEAR(clear_module_state->__pyx_n_s_bulge_model_ht);
  Py_CLEAR(clear_module_state->__pyx_kp_u_cache_bin);
  Py_CLEAR(clear_module_state->__pyx_n_s_cache_file);
  Py_CLEAR(clear_module_state->__pyx_n_s_cache_files);
  Py_CLEAR(clear_module_state->__pyx_n_s_class_getitem);
  Py_CLEAR(clear_module_state->__pyx_n_s_cline_in_traceback);
  Py_CLEAR(clear_module_state->__pyx_n_s_close);
  Py_CLEAR(clear_module_state->__pyx_n_s_complex128);
  Py_CLEAR(clear_module_state->__pyx_n_s_complex64);
  Py_CLEAR(clear_module_state->__pyx_n_s_convmodel_ft);
  Py_CLEAR(clear_module_state->__pyx_n_u_convmodel_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_debug);
  Py_CLEAR(clear_module_state->__pyx_n_s_delta_max);
  Py_CLEAR(clear_module_state->__pyx_n_s_delta_max_pix);
  Py_CLEAR(clear_module_state->__pyx_n_s_delta_x);
  Py_CLEAR(clear_module_state->__pyx_n_s_delta_y);
  Py_CLEAR(clear_module_state->__pyx_n_s_dict);
  Py_CLEAR(clear_module_state->__pyx_n_s_dict_2);
  Py_CLEAR(clear_module_state->__pyx_n_s_direction);
  Py_CLEAR(clear_module_state->__pyx_kp_u_disable);
  Py_CLEAR(clear_module_state->__pyx_n_s_disc_ht);
  Py_CLEAR(clear_module_state->__pyx_n_u_disc_ht);
  Py_CLEAR(clear_module_state->__pyx_n_s_disc_model_ht);
  Py_CLEAR(clear_module_state->__pyx_n_s_do_choose_model_size);
  Py_CLEAR(clear_module_state->__pyx_n_s_do_hankel_resample);
  Py_CLEAR(clear_module_state->__pyx_n_s_dsmodel);
  Py_CLEAR(clear_module_state->__pyx_n_s_dsmodel_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_dsmodel_plan);
  Py_CLEAR(clear_module_state->__pyx_n_u_dsmodel_plan);
  Py_CLEAR(clear_module_state->__pyx_n_s_dtype);
  Py_CLEAR(clear_module_state->__pyx_n_s_dtype_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_dump);
  Py_CLEAR(clear_module_state->__pyx_n_s_e1);
  Py_CLEAR(clear_module_state->__pyx_n_s_e2);
  Py_CLEAR(clear_module_state->__pyx_n_s_empty);
  Py_CLEAR(clear_module_state->__pyx_kp_u_enable);
  Py_CLEAR(clear_module_state->__pyx_n_s_enter);
  Py_CLEAR(clear_module_state->__pyx_n_s_exit);
  Py_CLEAR(clear_module_state->__pyx_n_s_eye);
  Py_CLEAR(clear_module_state->__pyx_n_s_f);
  Py_CLEAR(clear_module_state->__pyx_n_s_failure_array);
  Py_CLEAR(clear_module_state->__pyx_n_s_fft);
  Py_CLEAR(clear_module_state->__pyx_n_s_fftw_flags);
  Py_CLEAR(clear_module_state->__pyx_n_s_fftw_plan);
  Py_CLEAR(clear_module_state->__pyx_n_s_flags);
  Py_CLEAR(clear_module_state->__pyx_n_s_float32);
  Py_CLEAR(clear_module_state->__pyx_n_s_float64);
  Py_CLEAR(clear_module_state->__pyx_n_s_fo);
  Py_CLEAR(clear_module_state->__pyx_kp_u_gc);
  Py_CLEAR(clear_module_state->__pyx_n_s_generate_model);
  Py_CLEAR(clear_module_state->__pyx_n_s_generate_templates);
  Py_CLEAR(clear_module_state->__pyx_n_s_generate_templates_locals_genexp);
  Py_CLEAR(clear_module_state->__pyx_n_s_generate_templates_locals_model);
  Py_CLEAR(clear_module_state->__pyx_n_s_genexpr);
  Py_CLEAR(clear_module_state->__pyx_n_s_getstate);
  Py_CLEAR(clear_module_state->__pyx_n_s_ifftshift);
  Py_CLEAR(clear_module_state->__pyx_n_s_ii);
  Py_CLEAR(clear_module_state->__pyx_n_s_import);
  Py_CLEAR(clear_module_state->__pyx_n_s_index);
  Py_CLEAR(clear_module_state->__pyx_n_s_initializing);
  Py_CLEAR(clear_module_state->__pyx_n_s_input_array);
  Py_CLEAR(clear_module_state->__pyx_n_s_is_coroutine);
  Py_CLEAR(clear_module_state->__pyx_kp_u_isenabled);
  Py_CLEAR(clear_module_state->__pyx_n_s_isfile);
  Py_CLEAR(clear_module_state->__pyx_n_s_issubdtype);
  Py_CLEAR(clear_module_state->__pyx_n_s_jj);
  Py_CLEAR(clear_module_state->__pyx_n_s_join);
  Py_CLEAR(clear_module_state->__pyx_n_s_lensmc);
  Py_CLEAR(clear_module_state->__pyx_n_u_lensmc);
  Py_CLEAR(clear_module_state->__pyx_n_s_lensmc_galaxy_model);
  Py_CLEAR(clear_module_state->__pyx_n_s_lensmc_path);
  Py_CLEAR(clear_module_state->__pyx_kp_s_lensmc_src_cython_galaxy_model_p);
  Py_CLEAR(clear_module_state->__pyx_n_s_lensmc_utils);
  Py_CLEAR(clear_module_state->__pyx_n_s_load);
  Py_CLEAR(clear_module_state->__pyx_n_s_logger);
  Py_CLEAR(clear_module_state->__pyx_n_s_main);
  Py_CLEAR(clear_module_state->__pyx_n_s_mdim);
  Py_CLEAR(clear_module_state->__pyx_n_u_mdim);
  Py_CLEAR(clear_module_state->__pyx_n_s_model);
  Py_CLEAR(clear_module_state->__pyx_n_s_model_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_model_ht);
  Py_CLEAR(clear_module_state->__pyx_n_s_model_ht_at_r);
  Py_CLEAR(clear_module_state->__pyx_n_s_model_oversampling);
  Py_CLEAR(clear_module_state->__pyx_n_s_model_oversampling_fcn);
  Py_CLEAR(clear_module_state->__pyx_n_s_n);
  Py_CLEAR(clear_module_state->__pyx_n_s_n_bulge);
  Py_CLEAR(clear_module_state->__pyx_n_u_n_bulge);
  Py_CLEAR(clear_module_state->__pyx_n_s_n_disc);
  Py_CLEAR(clear_module_state->__pyx_n_u_n_disc);
  Py_CLEAR(clear_module_state->__pyx_n_s_n_n_bulge);
  Py_CLEAR(clear_module_state->__pyx_n_s_n_n_disc);
  Py_CLEAR(clear_module_state->__pyx_n_s_n_odim);
  Py_CLEAR(clear_module_state->__pyx_n_s_n_rfiducial);
  Py_CLEAR(clear_module_state->__pyx_n_s_name);
  Py_CLEAR(clear_module_state->__pyx_n_s_new);
  Py_CLEAR(clear_module_state->__pyx_n_s_np);
  Py_CLEAR(clear_module_state->__pyx_n_s_numpy);
  Py_CLEAR(clear_module_state->__pyx_kp_u_numpy__core_multiarray_failed_to);
  Py_CLEAR(clear_module_state->__pyx_kp_u_numpy__core_umath_failed_to_impo);
  Py_CLEAR(clear_module_state->__pyx_n_s_numpy_fft);
  Py_CLEAR(clear_module_state->__pyx_n_s_odim);
  Py_CLEAR(clear_module_state->__pyx_n_u_odim);
  Py_CLEAR(clear_module_state->__pyx_n_s_odim_min);
  Py_CLEAR(clear_module_state->__pyx_n_s_oo);
  Py_CLEAR(clear_module_state->__pyx_n_s_open);
  Py_CLEAR(clear_module_state->__pyx_n_s_os);
  Py_CLEAR(clear_module_state->__pyx_n_s_output_array);
  Py_CLEAR(clear_module_state->__pyx_n_s_oversampling);
  Py_CLEAR(clear_module_state->__pyx_n_u_oversampling);
  Py_CLEAR(clear_module_state->__pyx_n_s_path);
  Py_CLEAR(clear_module_state->__pyx_n_s_path_2);
  Py_CLEAR(clear_module_state->__pyx_n_s_pickle);
  Py_CLEAR(clear_module_state->__pyx_n_s_pixel_scale);
  Py_CLEAR(clear_module_state->__pyx_n_s_pkg_resources);
  Py_CLEAR(clear_module_state->__pyx_n_s_plan);
  Py_CLEAR(clear_module_state->__pyx_n_s_print);
  Py_CLEAR(clear_module_state->__pyx_n_s_psf_centring);
  Py_CLEAR(clear_module_state->__pyx_n_s_psf_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_psf_ft_at_o);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyfftw);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyx_PickleError);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyx_checksum);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyx_result);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyx_state);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyx_type);
  Py_CLEAR(clear_module_state->__pyx_n_s_pyx_unpickle_WorkingArrays);
  Py_CLEAR(clear_module_state->__pyx_n_s_range);
  Py_CLEAR(clear_module_state->__pyx_n_u_rb);
  Py_CLEAR(clear_module_state->__pyx_n_s_real);
  Py_CLEAR(clear_module_state->__pyx_n_s_reduce);
  Py_CLEAR(clear_module_state->__pyx_n_s_reduce_cython);
  Py_CLEAR(clear_module_state->__pyx_n_s_reduce_ex);
  Py_CLEAR(clear_module_state->__pyx_n_s_resampled_model_ft);
  Py_CLEAR(clear_module_state->__pyx_n_u_resampled_model_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_resampledmodel_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_resource_filename);
  Py_CLEAR(clear_module_state->__pyx_n_s_rfiducial);
  Py_CLEAR(clear_module_state->__pyx_n_u_rfiducial);
  Py_CLEAR(clear_module_state->__pyx_n_s_rr);
  Py_CLEAR(clear_module_state->__pyx_n_s_s);
  Py_CLEAR(clear_module_state->__pyx_n_s_s_cutoff);
  Py_CLEAR(clear_module_state->__pyx_n_s_s_cutoff_by_s_pix);
  Py_CLEAR(clear_module_state->__pyx_n_s_s_pix);
  Py_CLEAR(clear_module_state->__pyx_n_s_self);
  Py_CLEAR(clear_module_state->__pyx_n_s_semimajor);
  Py_CLEAR(clear_module_state->__pyx_n_s_send);
  Py_CLEAR(clear_module_state->__pyx_n_s_setstate);
  Py_CLEAR(clear_module_state->__pyx_n_s_setstate_cython);
  Py_CLEAR(clear_module_state->__pyx_n_s_slots);
  Py_CLEAR(clear_module_state->__pyx_n_s_spec);
  Py_CLEAR(clear_module_state->__pyx_n_s_sqrt2);
  Py_CLEAR(clear_module_state->__pyx_n_s_sqrt2_by_s_pix);
  Py_CLEAR(clear_module_state->__pyx_n_s_state);
  Py_CLEAR(clear_module_state->__pyx_kp_s_stringsource);
  Py_CLEAR(clear_module_state->__pyx_n_s_templates);
  Py_CLEAR(clear_module_state->__pyx_n_s_templates_cache);
  Py_CLEAR(clear_module_state->__pyx_n_s_test);
  Py_CLEAR(clear_module_state->__pyx_n_s_threads);
  Py_CLEAR(clear_module_state->__pyx_n_s_throw);
  Py_CLEAR(clear_module_state->__pyx_n_s_update);
  Py_CLEAR(clear_module_state->__pyx_n_s_use_setstate);
  Py_CLEAR(clear_module_state->__pyx_n_u_wb);
  Py_CLEAR(clear_module_state->__pyx_n_s_working_arrays);
  Py_CLEAR(clear_module_state->__pyx_kp_u_x_bin);
  Py_CLEAR(clear_module_state->__pyx_n_s_x_offset);
  Py_CLEAR(clear_module_state->__pyx_n_s_xshift_ft);
  Py_CLEAR(clear_module_state->__pyx_n_u_xshift_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_y_offset);
  Py_CLEAR(clear_module_state->__pyx_n_s_yshift_ft);
  Py_CLEAR(clear_module_state->__pyx_n_u_yshift_ft);
  Py_CLEAR(clear_module_state->__pyx_n_s_zeros);
  Py_CLEAR(clear_module_state->__pyx_n_s_zeros_aligned);
  Py_CLEAR(clear_module_state->__pyx_float_1_);
  Py_CLEAR(clear_module_state->__pyx_float_2_);
  Py_CLEAR(clear_module_state->__pyx_float_3_);
  Py_CLEAR(clear_module_state->__pyx_float_4_);
  Py_CLEAR(clear_module_state->__pyx_float_5_);
  Py_CLEAR(clear_module_state->__pyx_float_6_);
  Py_CLEAR(clear_module_state->__pyx_float_8_);
  Py_CLEAR(clear_module_state->__pyx_float_0_5);
  Py_CLEAR(clear_module_state->__pyx_float_1_5);
  Py_CLEAR(clear_module_state->__pyx_float_16_);
  Py_CLEAR(clear_module_state->__pyx_float_18_);
  Py_CLEAR(clear_module_state->__pyx_float_2_5);
  Py_CLEAR(clear_module_state->__pyx_float_3_5);
  Py_CLEAR(clear_module_state->__pyx_float_32_);
  Py_CLEAR(clear_module_state->__pyx_float_4_5);
  Py_CLEAR(clear_module_state->__pyx_float_5_5);
  Py_CLEAR(clear_module_state->__pyx_float_0_331);
  Py_CLEAR(clear_module_state->__pyx_float_9_375);
  Py_CLEAR(clear_module_state->__pyx_float_6_29167);
  Py_CLEAR(clear_module_state->__pyx_float_8_08333);
  Py_CLEAR(clear_module_state->__pyx_float_1_4142135623730951);
  Py_CLEAR(clear_module_state->__pyx_int_0);
  Py_CLEAR(clear_module_state->__pyx_int_1);
  Py_CLEAR(clear_module_state->__pyx_int_2);
  Py_CLEAR(clear_module_state->__pyx_int_3);
  Py_CLEAR(clear_module_state->__pyx_int_10);
  Py_CLEAR(clear_module_state->__pyx_int_32);
  Py_CLEAR(clear_module_state->__pyx_int_48);
  Py_CLEAR(clear_module_state->__pyx_int_64);
  Py_CLEAR(clear_module_state->__pyx_int_96);
  Py_CLEAR(clear_module_state->__pyx_int_128);
  Py_CLEAR(clear_module_state->__pyx_int_192);
  Py_CLEAR(clear_module_state->__pyx_int_256);
  Py_CLEAR(clear_module_state->__pyx_int_384);
  Py_CLEAR(clear_module_state->__pyx_int_16384);
  Py_CLEAR(clear_module_state->__pyx_int_37495948);
  Py_CLEAR(clear_module_state->__pyx_int_44691943);
  Py_CLEAR(clear_module_state->__pyx_int_69412810);
  Py_CLEAR(clear_module_state->__pyx_tuple_);
  Py_CLEAR(clear_module_state->__pyx_tuple__2);
  Py_CLEAR(clear_module_state->__pyx_tuple__3);
  Py_CLEAR(clear_module_state->__pyx_tuple__4);
  Py_CLEAR(clear_module_state->__pyx_tuple__5);
  Py_CLEAR(clear_module_state->__pyx_tuple__6);
  Py_CLEAR(clear_module_state->__pyx_tuple__7);
  Py_CLEAR(clear_module_state->__pyx_tuple__8);
  Py_CLEAR(clear_module_state->__pyx_slice__12);
  Py_CLEAR(clear_module_state->__pyx_tuple__10);
  Py_CLEAR(clear_module_state->__pyx_tuple__13);
  Py_CLEAR(clear_module_state->__pyx_tuple__14);
  Py_CLEAR(clear_module_state->__pyx_tuple__17);
  Py_CLEAR(clear_module_state->__pyx_tuple__18);
  Py_CLEAR(clear_module_state->__pyx_tuple__19);
  Py_CLEAR(clear_module_state->__pyx_tuple__20);
  Py_CLEAR(clear_module_state->__pyx_tuple__21);
  Py_CLEAR(clear_module_state->__pyx_tuple__22);
  Py_CLEAR(clear_module_state->__pyx_tuple__23);
  Py_CLEAR(clear_module_state->__pyx_tuple__25);
  Py_CLEAR(clear_module_state->__pyx_tuple__27);
  Py_CLEAR(clear_module_state->__pyx_tuple__29);
  Py_CLEAR(clear_module_state->__pyx_tuple__31);
  Py_CLEAR(clear_module_state->__pyx_tuple__33);
  Py_CLEAR(clear_module_state->__pyx_codeobj__9);
  Py_CLEAR(clear_module_state->__pyx_codeobj__24);
  Py_CLEAR(clear_module_state->__pyx_codeobj__26);
  Py_CLEAR(clear_module_state->__pyx_codeobj__28);
  Py_CLEAR(clear_module_state->__pyx_codeobj__30);
  Py_CLEAR(clear_module_state->__pyx_codeobj__32);
  Py_CLEAR(clear_module_state->__pyx_codeobj__34);
  return 0;
}
#endif
/* #### Code section: module_state_traverse ### */
#if CYTHON_USE_MODULE_STATE
static int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
  __pyx_mstate *traverse_module_state = __pyx_mstate(m);
  if (!traverse_module_state) return 0;
  Py_VISIT(traverse_module_state->__pyx_d);
  Py_VISIT(traverse_module_state->__pyx_b);
  Py_VISIT(traverse_module_state->__pyx_cython_runtime);
  Py_VISIT(traverse_module_state->__pyx_empty_tuple);
  Py_VISIT(traverse_module_state->__pyx_empty_bytes);
  Py_VISIT(traverse_module_state->__pyx_empty_unicode);
  #ifdef __Pyx_CyFunction_USED
  Py_VISIT(traverse_module_state->__pyx_CyFunctionType);
  #endif
  #ifdef __Pyx_FusedFunction_USED
  Py_VISIT(traverse_module_state->__pyx_FusedFunctionType);
  #endif
  Py_VISIT(traverse_module_state->__pyx_ptype_7cpython_4type_type);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_dtype);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flatiter);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_broadcast);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ndarray);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_generic);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_number);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_integer);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_signedinteger);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_unsignedinteger);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_inexact);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_floating);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_complexfloating);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flexible);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_character);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ufunc);
  Py_VISIT(traverse_module_state->__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays);
  Py_VISIT(traverse_module_state->__pyx_type_6lensmc_12galaxy_model_WorkingArrays);
  Py_VISIT(traverse_module_state->__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr);
  Py_VISIT(traverse_module_state->__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Bulge_Sersic_index_n);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Disc_Sersic_index_n);
  Py_VISIT(traverse_module_state->__pyx_n_s_FFTW);
  Py_VISIT(traverse_module_state->__pyx_n_u_FFTW_BACKWARD);
  Py_VISIT(traverse_module_state->__pyx_n_u_FFTW_MEASURE);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Galaxy_size_too_big_Increase_max);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Galaxy_size_too_big_Increase_max_2);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Galaxy_x_offset_too_big);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Galaxy_y_offset_too_big);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Generating_model_templates_cache);
  Py_VISIT(traverse_module_state->__pyx_n_s_ImportError);
  Py_VISIT(traverse_module_state->__pyx_kp_s_Incompatible_checksums_0x_x_vs_0);
  Py_VISIT(traverse_module_state->__pyx_n_s_LensMCError);
  Py_VISIT(traverse_module_state->__pyx_kp_u_Model_templates_cache_saved_to);
  Py_VISIT(traverse_module_state->__pyx_n_s_PickleError);
  Py_VISIT(traverse_module_state->__pyx_kp_u_The_requested_mdim_does_not_matc);
  Py_VISIT(traverse_module_state->__pyx_kp_u_The_requested_n_bulge_does_not_m);
  Py_VISIT(traverse_module_state->__pyx_kp_u_The_requested_oversampling_does);
  Py_VISIT(traverse_module_state->__pyx_kp_u_The_requested_rfiducial_does_not);
  Py_VISIT(traverse_module_state->__pyx_n_s_WorkingArrays);
  Py_VISIT(traverse_module_state->__pyx_n_s_WorkingArrays___reduce_cython);
  Py_VISIT(traverse_module_state->__pyx_n_s_WorkingArrays___setstate_cython);
  Py_VISIT(traverse_module_state->__pyx_kp_u__11);
  Py_VISIT(traverse_module_state->__pyx_kp_u__15);
  Py_VISIT(traverse_module_state->__pyx_n_s__16);
  Py_VISIT(traverse_module_state->__pyx_n_s__35);
  Py_VISIT(traverse_module_state->__pyx_n_s_a_bulge);
  Py_VISIT(traverse_module_state->__pyx_n_u_a_bulge);
  Py_VISIT(traverse_module_state->__pyx_n_s_a_disc);
  Py_VISIT(traverse_module_state->__pyx_n_u_a_disc);
  Py_VISIT(traverse_module_state->__pyx_n_s_alloc_working_arrays);
  Py_VISIT(traverse_module_state->__pyx_n_s_args);
  Py_VISIT(traverse_module_state->__pyx_n_s_arr_h_size);
  Py_VISIT(traverse_module_state->__pyx_n_s_arr_size);
  Py_VISIT(traverse_module_state->__pyx_n_s_astrometric_distortion);
  Py_VISIT(traverse_module_state->__pyx_n_s_astype);
  Py_VISIT(traverse_module_state->__pyx_n_s_asyncio_coroutines);
  Py_VISIT(traverse_module_state->__pyx_kp_u_aux_cache);
  Py_VISIT(traverse_module_state->__pyx_n_s_axes);
  Py_VISIT(traverse_module_state->__pyx_n_s_bulge_ht);
  Py_VISIT(traverse_module_state->__pyx_n_u_bulge_ht);
  Py_VISIT(traverse_module_state->__pyx_n_s_bulge_model_ht);
  Py_VISIT(traverse_module_state->__pyx_kp_u_cache_bin);
  Py_VISIT(traverse_module_state->__pyx_n_s_cache_file);
  Py_VISIT(traverse_module_state->__pyx_n_s_cache_files);
  Py_VISIT(traverse_module_state->__pyx_n_s_class_getitem);
  Py_VISIT(traverse_module_state->__pyx_n_s_cline_in_traceback);
  Py_VISIT(traverse_module_state->__pyx_n_s_close);
  Py_VISIT(traverse_module_state->__pyx_n_s_complex128);
  Py_VISIT(traverse_module_state->__pyx_n_s_complex64);
  Py_VISIT(traverse_module_state->__pyx_n_s_convmodel_ft);
  Py_VISIT(traverse_module_state->__pyx_n_u_convmodel_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_debug);
  Py_VISIT(traverse_module_state->__pyx_n_s_delta_max);
  Py_VISIT(traverse_module_state->__pyx_n_s_delta_max_pix);
  Py_VISIT(traverse_module_state->__pyx_n_s_delta_x);
  Py_VISIT(traverse_module_state->__pyx_n_s_delta_y);
  Py_VISIT(traverse_module_state->__pyx_n_s_dict);
  Py_VISIT(traverse_module_state->__pyx_n_s_dict_2);
  Py_VISIT(traverse_module_state->__pyx_n_s_direction);
  Py_VISIT(traverse_module_state->__pyx_kp_u_disable);
  Py_VISIT(traverse_module_state->__pyx_n_s_disc_ht);
  Py_VISIT(traverse_module_state->__pyx_n_u_disc_ht);
  Py_VISIT(traverse_module_state->__pyx_n_s_disc_model_ht);
  Py_VISIT(traverse_module_state->__pyx_n_s_do_choose_model_size);
  Py_VISIT(traverse_module_state->__pyx_n_s_do_hankel_resample);
  Py_VISIT(traverse_module_state->__pyx_n_s_dsmodel);
  Py_VISIT(traverse_module_state->__pyx_n_s_dsmodel_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_dsmodel_plan);
  Py_VISIT(traverse_module_state->__pyx_n_u_dsmodel_plan);
  Py_VISIT(traverse_module_state->__pyx_n_s_dtype);
  Py_VISIT(traverse_module_state->__pyx_n_s_dtype_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_dump);
  Py_VISIT(traverse_module_state->__pyx_n_s_e1);
  Py_VISIT(traverse_module_state->__pyx_n_s_e2);
  Py_VISIT(traverse_module_state->__pyx_n_s_empty);
  Py_VISIT(traverse_module_state->__pyx_kp_u_enable);
  Py_VISIT(traverse_module_state->__pyx_n_s_enter);
  Py_VISIT(traverse_module_state->__pyx_n_s_exit);
  Py_VISIT(traverse_module_state->__pyx_n_s_eye);
  Py_VISIT(traverse_module_state->__pyx_n_s_f);
  Py_VISIT(traverse_module_state->__pyx_n_s_failure_array);
  Py_VISIT(traverse_module_state->__pyx_n_s_fft);
  Py_VISIT(traverse_module_state->__pyx_n_s_fftw_flags);
  Py_VISIT(traverse_module_state->__pyx_n_s_fftw_plan);
  Py_VISIT(traverse_module_state->__pyx_n_s_flags);
  Py_VISIT(traverse_module_state->__pyx_n_s_float32);
  Py_VISIT(traverse_module_state->__pyx_n_s_float64);
  Py_VISIT(traverse_module_state->__pyx_n_s_fo);
  Py_VISIT(traverse_module_state->__pyx_kp_u_gc);
  Py_VISIT(traverse_module_state->__pyx_n_s_generate_model);
  Py_VISIT(traverse_module_state->__pyx_n_s_generate_templates);
  Py_VISIT(traverse_module_state->__pyx_n_s_generate_templates_locals_genexp);
  Py_VISIT(traverse_module_state->__pyx_n_s_generate_templates_locals_model);
  Py_VISIT(traverse_module_state->__pyx_n_s_genexpr);
  Py_VISIT(traverse_module_state->__pyx_n_s_getstate);
  Py_VISIT(traverse_module_state->__pyx_n_s_ifftshift);
  Py_VISIT(traverse_module_state->__pyx_n_s_ii);
  Py_VISIT(traverse_module_state->__pyx_n_s_import);
  Py_VISIT(traverse_module_state->__pyx_n_s_index);
  Py_VISIT(traverse_module_state->__pyx_n_s_initializing);
  Py_VISIT(traverse_module_state->__pyx_n_s_input_array);
  Py_VISIT(traverse_module_state->__pyx_n_s_is_coroutine);
  Py_VISIT(traverse_module_state->__pyx_kp_u_isenabled);
  Py_VISIT(traverse_module_state->__pyx_n_s_isfile);
  Py_VISIT(traverse_module_state->__pyx_n_s_issubdtype);
  Py_VISIT(traverse_module_state->__pyx_n_s_jj);
  Py_VISIT(traverse_module_state->__pyx_n_s_join);
  Py_VISIT(traverse_module_state->__pyx_n_s_lensmc);
  Py_VISIT(traverse_module_state->__pyx_n_u_lensmc);
  Py_VISIT(traverse_module_state->__pyx_n_s_lensmc_galaxy_model);
  Py_VISIT(traverse_module_state->__pyx_n_s_lensmc_path);
  Py_VISIT(traverse_module_state->__pyx_kp_s_lensmc_src_cython_galaxy_model_p);
  Py_VISIT(traverse_module_state->__pyx_n_s_lensmc_utils);
  Py_VISIT(traverse_module_state->__pyx_n_s_load);
  Py_VISIT(traverse_module_state->__pyx_n_s_logger);
  Py_VISIT(traverse_module_state->__pyx_n_s_main);
  Py_VISIT(traverse_module_state->__pyx_n_s_mdim);
  Py_VISIT(traverse_module_state->__pyx_n_u_mdim);
  Py_VISIT(traverse_module_state->__pyx_n_s_model);
  Py_VISIT(traverse_module_state->__pyx_n_s_model_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_model_ht);
  Py_VISIT(traverse_module_state->__pyx_n_s_model_ht_at_r);
  Py_VISIT(traverse_module_state->__pyx_n_s_model_oversampling);
  Py_VISIT(traverse_module_state->__pyx_n_s_model_oversampling_fcn);
  Py_VISIT(traverse_module_state->__pyx_n_s_n);
  Py_VISIT(traverse_module_state->__pyx_n_s_n_bulge);
  Py_VISIT(traverse_module_state->__pyx_n_u_n_bulge);
  Py_VISIT(traverse_module_state->__pyx_n_s_n_disc);
  Py_VISIT(traverse_module_state->__pyx_n_u_n_disc);
  Py_VISIT(traverse_module_state->__pyx_n_s_n_n_bulge);
  Py_VISIT(traverse_module_state->__pyx_n_s_n_n_disc);
  Py_VISIT(traverse_module_state->__pyx_n_s_n_odim);
  Py_VISIT(traverse_module_state->__pyx_n_s_n_rfiducial);
  Py_VISIT(traverse_module_state->__pyx_n_s_name);
  Py_VISIT(traverse_module_state->__pyx_n_s_new);
  Py_VISIT(traverse_module_state->__pyx_n_s_np);
  Py_VISIT(traverse_module_state->__pyx_n_s_numpy);
  Py_VISIT(traverse_module_state->__pyx_kp_u_numpy__core_multiarray_failed_to);
  Py_VISIT(traverse_module_state->__pyx_kp_u_numpy__core_umath_failed_to_impo);
  Py_VISIT(traverse_module_state->__pyx_n_s_numpy_fft);
  Py_VISIT(traverse_module_state->__pyx_n_s_odim);
  Py_VISIT(traverse_module_state->__pyx_n_u_odim);
  Py_VISIT(traverse_module_state->__pyx_n_s_odim_min);
  Py_VISIT(traverse_module_state->__pyx_n_s_oo);
  Py_VISIT(traverse_module_state->__pyx_n_s_open);
  Py_VISIT(traverse_module_state->__pyx_n_s_os);
  Py_VISIT(traverse_module_state->__pyx_n_s_output_array);
  Py_VISIT(traverse_module_state->__pyx_n_s_oversampling);
  Py_VISIT(traverse_module_state->__pyx_n_u_oversampling);
  Py_VISIT(traverse_module_state->__pyx_n_s_path);
  Py_VISIT(traverse_module_state->__pyx_n_s_path_2);
  Py_VISIT(traverse_module_state->__pyx_n_s_pickle);
  Py_VISIT(traverse_module_state->__pyx_n_s_pixel_scale);
  Py_VISIT(traverse_module_state->__pyx_n_s_pkg_resources);
  Py_VISIT(traverse_module_state->__pyx_n_s_plan);
  Py_VISIT(traverse_module_state->__pyx_n_s_print);
  Py_VISIT(traverse_module_state->__pyx_n_s_psf_centring);
  Py_VISIT(traverse_module_state->__pyx_n_s_psf_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_psf_ft_at_o);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyfftw);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyx_PickleError);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyx_checksum);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyx_result);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyx_state);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyx_type);
  Py_VISIT(traverse_module_state->__pyx_n_s_pyx_unpickle_WorkingArrays);
  Py_VISIT(traverse_module_state->__pyx_n_s_range);
  Py_VISIT(traverse_module_state->__pyx_n_u_rb);
  Py_VISIT(traverse_module_state->__pyx_n_s_real);
  Py_VISIT(traverse_module_state->__pyx_n_s_reduce);
  Py_VISIT(traverse_module_state->__pyx_n_s_reduce_cython);
  Py_VISIT(traverse_module_state->__pyx_n_s_reduce_ex);
  Py_VISIT(traverse_module_state->__pyx_n_s_resampled_model_ft);
  Py_VISIT(traverse_module_state->__pyx_n_u_resampled_model_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_resampledmodel_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_resource_filename);
  Py_VISIT(traverse_module_state->__pyx_n_s_rfiducial);
  Py_VISIT(traverse_module_state->__pyx_n_u_rfiducial);
  Py_VISIT(traverse_module_state->__pyx_n_s_rr);
  Py_VISIT(traverse_module_state->__pyx_n_s_s);
  Py_VISIT(traverse_module_state->__pyx_n_s_s_cutoff);
  Py_VISIT(traverse_module_state->__pyx_n_s_s_cutoff_by_s_pix);
  Py_VISIT(traverse_module_state->__pyx_n_s_s_pix);
  Py_VISIT(traverse_module_state->__pyx_n_s_self);
  Py_VISIT(traverse_module_state->__pyx_n_s_semimajor);
  Py_VISIT(traverse_module_state->__pyx_n_s_send);
  Py_VISIT(traverse_module_state->__pyx_n_s_setstate);
  Py_VISIT(traverse_module_state->__pyx_n_s_setstate_cython);
  Py_VISIT(traverse_module_state->__pyx_n_s_slots);
  Py_VISIT(traverse_module_state->__pyx_n_s_spec);
  Py_VISIT(traverse_module_state->__pyx_n_s_sqrt2);
  Py_VISIT(traverse_module_state->__pyx_n_s_sqrt2_by_s_pix);
  Py_VISIT(traverse_module_state->__pyx_n_s_state);
  Py_VISIT(traverse_module_state->__pyx_kp_s_stringsource);
  Py_VISIT(traverse_module_state->__pyx_n_s_templates);
  Py_VISIT(traverse_module_state->__pyx_n_s_templates_cache);
  Py_VISIT(traverse_module_state->__pyx_n_s_test);
  Py_VISIT(traverse_module_state->__pyx_n_s_threads);
  Py_VISIT(traverse_module_state->__pyx_n_s_throw);
  Py_VISIT(traverse_module_state->__pyx_n_s_update);
  Py_VISIT(traverse_module_state->__pyx_n_s_use_setstate);
  Py_VISIT(traverse_module_state->__pyx_n_u_wb);
  Py_VISIT(traverse_module_state->__pyx_n_s_working_arrays);
  Py_VISIT(traverse_module_state->__pyx_kp_u_x_bin);
  Py_VISIT(traverse_module_state->__pyx_n_s_x_offset);
  Py_VISIT(traverse_module_state->__pyx_n_s_xshift_ft);
  Py_VISIT(traverse_module_state->__pyx_n_u_xshift_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_y_offset);
  Py_VISIT(traverse_module_state->__pyx_n_s_yshift_ft);
  Py_VISIT(traverse_module_state->__pyx_n_u_yshift_ft);
  Py_VISIT(traverse_module_state->__pyx_n_s_zeros);
  Py_VISIT(traverse_module_state->__pyx_n_s_zeros_aligned);
  Py_VISIT(traverse_module_state->__pyx_float_1_);
  Py_VISIT(traverse_module_state->__pyx_float_2_);
  Py_VISIT(traverse_module_state->__pyx_float_3_);
  Py_VISIT(traverse_module_state->__pyx_float_4_);
  Py_VISIT(traverse_module_state->__pyx_float_5_);
  Py_VISIT(traverse_module_state->__pyx_float_6_);
  Py_VISIT(traverse_module_state->__pyx_float_8_);
  Py_VISIT(traverse_module_state->__pyx_float_0_5);
  Py_VISIT(traverse_module_state->__pyx_float_1_5);
  Py_VISIT(traverse_module_state->__pyx_float_16_);
  Py_VISIT(traverse_module_state->__pyx_float_18_);
  Py_VISIT(traverse_module_state->__pyx_float_2_5);
  Py_VISIT(traverse_module_state->__pyx_float_3_5);
  Py_VISIT(traverse_module_state->__pyx_float_32_);
  Py_VISIT(traverse_module_state->__pyx_float_4_5);
  Py_VISIT(traverse_module_state->__pyx_float_5_5);
  Py_VISIT(traverse_module_state->__pyx_float_0_331);
  Py_VISIT(traverse_module_state->__pyx_float_9_375);
  Py_VISIT(traverse_module_state->__pyx_float_6_29167);
  Py_VISIT(traverse_module_state->__pyx_float_8_08333);
  Py_VISIT(traverse_module_state->__pyx_float_1_4142135623730951);
  Py_VISIT(traverse_module_state->__pyx_int_0);
  Py_VISIT(traverse_module_state->__pyx_int_1);
  Py_VISIT(traverse_module_state->__pyx_int_2);
  Py_VISIT(traverse_module_state->__pyx_int_3);
  Py_VISIT(traverse_module_state->__pyx_int_10);
  Py_VISIT(traverse_module_state->__pyx_int_32);
  Py_VISIT(traverse_module_state->__pyx_int_48);
  Py_VISIT(traverse_module_state->__pyx_int_64);
  Py_VISIT(traverse_module_state->__pyx_int_96);
  Py_VISIT(traverse_module_state->__pyx_int_128);
  Py_VISIT(traverse_module_state->__pyx_int_192);
  Py_VISIT(traverse_module_state->__pyx_int_256);
  Py_VISIT(traverse_module_state->__pyx_int_384);
  Py_VISIT(traverse_module_state->__pyx_int_16384);
  Py_VISIT(traverse_module_state->__pyx_int_37495948);
  Py_VISIT(traverse_module_state->__pyx_int_44691943);
  Py_VISIT(traverse_module_state->__pyx_int_69412810);
  Py_VISIT(traverse_module_state->__pyx_tuple_);
  Py_VISIT(traverse_module_state->__pyx_tuple__2);
  Py_VISIT(traverse_module_state->__pyx_tuple__3);
  Py_VISIT(traverse_module_state->__pyx_tuple__4);
  Py_VISIT(traverse_module_state->__pyx_tuple__5);
  Py_VISIT(traverse_module_state->__pyx_tuple__6);
  Py_VISIT(traverse_module_state->__pyx_tuple__7);
  Py_VISIT(traverse_module_state->__pyx_tuple__8);
  Py_VISIT(traverse_module_state->__pyx_slice__12);
  Py_VISIT(traverse_module_state->__pyx_tuple__10);
  Py_VISIT(traverse_module_state->__pyx_tuple__13);
  Py_VISIT(traverse_module_state->__pyx_tuple__14);
  Py_VISIT(traverse_module_state->__pyx_tuple__17);
  Py_VISIT(traverse_module_state->__pyx_tuple__18);
  Py_VISIT(traverse_module_state->__pyx_tuple__19);
  Py_VISIT(traverse_module_state->__pyx_tuple__20);
  Py_VISIT(traverse_module_state->__pyx_tuple__21);
  Py_VISIT(traverse_module_state->__pyx_tuple__22);
  Py_VISIT(traverse_module_state->__pyx_tuple__23);
  Py_VISIT(traverse_module_state->__pyx_tuple__25);
  Py_VISIT(traverse_module_state->__pyx_tuple__27);
  Py_VISIT(traverse_module_state->__pyx_tuple__29);
  Py_VISIT(traverse_module_state->__pyx_tuple__31);
  Py_VISIT(traverse_module_state->__pyx_tuple__33);
  Py_VISIT(traverse_module_state->__pyx_codeobj__9);
  Py_VISIT(traverse_module_state->__pyx_codeobj__24);
  Py_VISIT(traverse_module_state->__pyx_codeobj__26);
  Py_VISIT(traverse_module_state->__pyx_codeobj__28);
  Py_VISIT(traverse_module_state->__pyx_codeobj__30);
  Py_VISIT(traverse_module_state->__pyx_codeobj__32);
  Py_VISIT(traverse_module_state->__pyx_codeobj__34);
  return 0;
}
#endif
/* #### Code section: module_state_defines ### */
#define __pyx_d __pyx_mstate_global->__pyx_d
#define __pyx_b __pyx_mstate_global->__pyx_b
#define __pyx_cython_runtime __pyx_mstate_global->__pyx_cython_runtime
#define __pyx_empty_tuple __pyx_mstate_global->__pyx_empty_tuple
#define __pyx_empty_bytes __pyx_mstate_global->__pyx_empty_bytes
#define __pyx_empty_unicode __pyx_mstate_global->__pyx_empty_unicode
#ifdef __Pyx_CyFunction_USED
#define __pyx_CyFunctionType __pyx_mstate_global->__pyx_CyFunctionType
#endif
#ifdef __Pyx_FusedFunction_USED
#define __pyx_FusedFunctionType __pyx_mstate_global->__pyx_FusedFunctionType
#endif
#ifdef __Pyx_Generator_USED
#define __pyx_GeneratorType __pyx_mstate_global->__pyx_GeneratorType
#endif
#ifdef __Pyx_IterableCoroutine_USED
#define __pyx_IterableCoroutineType __pyx_mstate_global->__pyx_IterableCoroutineType
#endif
#ifdef __Pyx_Coroutine_USED
#define __pyx_CoroutineAwaitType __pyx_mstate_global->__pyx_CoroutineAwaitType
#endif
#ifdef __Pyx_Coroutine_USED
#define __pyx_CoroutineType __pyx_mstate_global->__pyx_CoroutineType
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_7cpython_4type_type __pyx_mstate_global->__pyx_ptype_7cpython_4type_type
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_5numpy_dtype __pyx_mstate_global->__pyx_ptype_5numpy_dtype
#define __pyx_ptype_5numpy_flatiter __pyx_mstate_global->__pyx_ptype_5numpy_flatiter
#define __pyx_ptype_5numpy_broadcast __pyx_mstate_global->__pyx_ptype_5numpy_broadcast
#define __pyx_ptype_5numpy_ndarray __pyx_mstate_global->__pyx_ptype_5numpy_ndarray
#define __pyx_ptype_5numpy_generic __pyx_mstate_global->__pyx_ptype_5numpy_generic
#define __pyx_ptype_5numpy_number __pyx_mstate_global->__pyx_ptype_5numpy_number
#define __pyx_ptype_5numpy_integer __pyx_mstate_global->__pyx_ptype_5numpy_integer
#define __pyx_ptype_5numpy_signedinteger __pyx_mstate_global->__pyx_ptype_5numpy_signedinteger
#define __pyx_ptype_5numpy_unsignedinteger __pyx_mstate_global->__pyx_ptype_5numpy_unsignedinteger
#define __pyx_ptype_5numpy_inexact __pyx_mstate_global->__pyx_ptype_5numpy_inexact
#define __pyx_ptype_5numpy_floating __pyx_mstate_global->__pyx_ptype_5numpy_floating
#define __pyx_ptype_5numpy_complexfloating __pyx_mstate_global->__pyx_ptype_5numpy_complexfloating
#define __pyx_ptype_5numpy_flexible __pyx_mstate_global->__pyx_ptype_5numpy_flexible
#define __pyx_ptype_5numpy_character __pyx_mstate_global->__pyx_ptype_5numpy_character
#define __pyx_ptype_5numpy_ufunc __pyx_mstate_global->__pyx_ptype_5numpy_ufunc
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#define __pyx_type_6lensmc_12galaxy_model_WorkingArrays __pyx_mstate_global->__pyx_type_6lensmc_12galaxy_model_WorkingArrays
#define __pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr __pyx_mstate_global->__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr
#endif
#define __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays __pyx_mstate_global->__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays
#define __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr __pyx_mstate_global->__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr
#define __pyx_kp_u_Bulge_Sersic_index_n __pyx_mstate_global->__pyx_kp_u_Bulge_Sersic_index_n
#define __pyx_kp_u_Disc_Sersic_index_n __pyx_mstate_global->__pyx_kp_u_Disc_Sersic_index_n
#define __pyx_n_s_FFTW __pyx_mstate_global->__pyx_n_s_FFTW
#define __pyx_n_u_FFTW_BACKWARD __pyx_mstate_global->__pyx_n_u_FFTW_BACKWARD
#define __pyx_n_u_FFTW_MEASURE __pyx_mstate_global->__pyx_n_u_FFTW_MEASURE
#define __pyx_kp_u_Galaxy_size_too_big_Increase_max __pyx_mstate_global->__pyx_kp_u_Galaxy_size_too_big_Increase_max
#define __pyx_kp_u_Galaxy_size_too_big_Increase_max_2 __pyx_mstate_global->__pyx_kp_u_Galaxy_size_too_big_Increase_max_2
#define __pyx_kp_u_Galaxy_x_offset_too_big __pyx_mstate_global->__pyx_kp_u_Galaxy_x_offset_too_big
#define __pyx_kp_u_Galaxy_y_offset_too_big __pyx_mstate_global->__pyx_kp_u_Galaxy_y_offset_too_big
#define __pyx_kp_u_Generating_model_templates_cache __pyx_mstate_global->__pyx_kp_u_Generating_model_templates_cache
#define __pyx_n_s_ImportError __pyx_mstate_global->__pyx_n_s_ImportError
#define __pyx_kp_s_Incompatible_checksums_0x_x_vs_0 __pyx_mstate_global->__pyx_kp_s_Incompatible_checksums_0x_x_vs_0
#define __pyx_n_s_LensMCError __pyx_mstate_global->__pyx_n_s_LensMCError
#define __pyx_kp_u_Model_templates_cache_saved_to __pyx_mstate_global->__pyx_kp_u_Model_templates_cache_saved_to
#define __pyx_n_s_PickleError __pyx_mstate_global->__pyx_n_s_PickleError
#define __pyx_kp_u_The_requested_mdim_does_not_matc __pyx_mstate_global->__pyx_kp_u_The_requested_mdim_does_not_matc
#define __pyx_kp_u_The_requested_n_bulge_does_not_m __pyx_mstate_global->__pyx_kp_u_The_requested_n_bulge_does_not_m
#define __pyx_kp_u_The_requested_oversampling_does __pyx_mstate_global->__pyx_kp_u_The_requested_oversampling_does
#define __pyx_kp_u_The_requested_rfiducial_does_not __pyx_mstate_global->__pyx_kp_u_The_requested_rfiducial_does_not
#define __pyx_n_s_WorkingArrays __pyx_mstate_global->__pyx_n_s_WorkingArrays
#define __pyx_n_s_WorkingArrays___reduce_cython __pyx_mstate_global->__pyx_n_s_WorkingArrays___reduce_cython
#define __pyx_n_s_WorkingArrays___setstate_cython __pyx_mstate_global->__pyx_n_s_WorkingArrays___setstate_cython
#define __pyx_kp_u__11 __pyx_mstate_global->__pyx_kp_u__11
#define __pyx_kp_u__15 __pyx_mstate_global->__pyx_kp_u__15
#define __pyx_n_s__16 __pyx_mstate_global->__pyx_n_s__16
#define __pyx_n_s__35 __pyx_mstate_global->__pyx_n_s__35
#define __pyx_n_s_a_bulge __pyx_mstate_global->__pyx_n_s_a_bulge
#define __pyx_n_u_a_bulge __pyx_mstate_global->__pyx_n_u_a_bulge
#define __pyx_n_s_a_disc __pyx_mstate_global->__pyx_n_s_a_disc
#define __pyx_n_u_a_disc __pyx_mstate_global->__pyx_n_u_a_disc
#define __pyx_n_s_alloc_working_arrays __pyx_mstate_global->__pyx_n_s_alloc_working_arrays
#define __pyx_n_s_args __pyx_mstate_global->__pyx_n_s_args
#define __pyx_n_s_arr_h_size __pyx_mstate_global->__pyx_n_s_arr_h_size
#define __pyx_n_s_arr_size __pyx_mstate_global->__pyx_n_s_arr_size
#define __pyx_n_s_astrometric_distortion __pyx_mstate_global->__pyx_n_s_astrometric_distortion
#define __pyx_n_s_astype __pyx_mstate_global->__pyx_n_s_astype
#define __pyx_n_s_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines
#define __pyx_kp_u_aux_cache __pyx_mstate_global->__pyx_kp_u_aux_cache
#define __pyx_n_s_axes __pyx_mstate_global->__pyx_n_s_axes
#define __pyx_n_s_bulge_ht __pyx_mstate_global->__pyx_n_s_bulge_ht
#define __pyx_n_u_bulge_ht __pyx_mstate_global->__pyx_n_u_bulge_ht
#define __pyx_n_s_bulge_model_ht __pyx_mstate_global->__pyx_n_s_bulge_model_ht
#define __pyx_kp_u_cache_bin __pyx_mstate_global->__pyx_kp_u_cache_bin
#define __pyx_n_s_cache_file __pyx_mstate_global->__pyx_n_s_cache_file
#define __pyx_n_s_cache_files __pyx_mstate_global->__pyx_n_s_cache_files
#define __pyx_n_s_class_getitem __pyx_mstate_global->__pyx_n_s_class_getitem
#define __pyx_n_s_cline_in_traceback __pyx_mstate_global->__pyx_n_s_cline_in_traceback
#define __pyx_n_s_close __pyx_mstate_global->__pyx_n_s_close
#define __pyx_n_s_complex128 __pyx_mstate_global->__pyx_n_s_complex128
#define __pyx_n_s_complex64 __pyx_mstate_global->__pyx_n_s_complex64
#define __pyx_n_s_convmodel_ft __pyx_mstate_global->__pyx_n_s_convmodel_ft
#define __pyx_n_u_convmodel_ft __pyx_mstate_global->__pyx_n_u_convmodel_ft
#define __pyx_n_s_debug __pyx_mstate_global->__pyx_n_s_debug
#define __pyx_n_s_delta_max __pyx_mstate_global->__pyx_n_s_delta_max
#define __pyx_n_s_delta_max_pix __pyx_mstate_global->__pyx_n_s_delta_max_pix
#define __pyx_n_s_delta_x __pyx_mstate_global->__pyx_n_s_delta_x
#define __pyx_n_s_delta_y __pyx_mstate_global->__pyx_n_s_delta_y
#define __pyx_n_s_dict __pyx_mstate_global->__pyx_n_s_dict
#define __pyx_n_s_dict_2 __pyx_mstate_global->__pyx_n_s_dict_2
#define __pyx_n_s_direction __pyx_mstate_global->__pyx_n_s_direction
#define __pyx_kp_u_disable __pyx_mstate_global->__pyx_kp_u_disable
#define __pyx_n_s_disc_ht __pyx_mstate_global->__pyx_n_s_disc_ht
#define __pyx_n_u_disc_ht __pyx_mstate_global->__pyx_n_u_disc_ht
#define __pyx_n_s_disc_model_ht __pyx_mstate_global->__pyx_n_s_disc_model_ht
#define __pyx_n_s_do_choose_model_size __pyx_mstate_global->__pyx_n_s_do_choose_model_size
#define __pyx_n_s_do_hankel_resample __pyx_mstate_global->__pyx_n_s_do_hankel_resample
#define __pyx_n_s_dsmodel __pyx_mstate_global->__pyx_n_s_dsmodel
#define __pyx_n_s_dsmodel_ft __pyx_mstate_global->__pyx_n_s_dsmodel_ft
#define __pyx_n_s_dsmodel_plan __pyx_mstate_global->__pyx_n_s_dsmodel_plan
#define __pyx_n_u_dsmodel_plan __pyx_mstate_global->__pyx_n_u_dsmodel_plan
#define __pyx_n_s_dtype __pyx_mstate_global->__pyx_n_s_dtype
#define __pyx_n_s_dtype_ft __pyx_mstate_global->__pyx_n_s_dtype_ft
#define __pyx_n_s_dump __pyx_mstate_global->__pyx_n_s_dump
#define __pyx_n_s_e1 __pyx_mstate_global->__pyx_n_s_e1
#define __pyx_n_s_e2 __pyx_mstate_global->__pyx_n_s_e2
#define __pyx_n_s_empty __pyx_mstate_global->__pyx_n_s_empty
#define __pyx_kp_u_enable __pyx_mstate_global->__pyx_kp_u_enable
#define __pyx_n_s_enter __pyx_mstate_global->__pyx_n_s_enter
#define __pyx_n_s_exit __pyx_mstate_global->__pyx_n_s_exit
#define __pyx_n_s_eye __pyx_mstate_global->__pyx_n_s_eye
#define __pyx_n_s_f __pyx_mstate_global->__pyx_n_s_f
#define __pyx_n_s_failure_array __pyx_mstate_global->__pyx_n_s_failure_array
#define __pyx_n_s_fft __pyx_mstate_global->__pyx_n_s_fft
#define __pyx_n_s_fftw_flags __pyx_mstate_global->__pyx_n_s_fftw_flags
#define __pyx_n_s_fftw_plan __pyx_mstate_global->__pyx_n_s_fftw_plan
#define __pyx_n_s_flags __pyx_mstate_global->__pyx_n_s_flags
#define __pyx_n_s_float32 __pyx_mstate_global->__pyx_n_s_float32
#define __pyx_n_s_float64 __pyx_mstate_global->__pyx_n_s_float64
#define __pyx_n_s_fo __pyx_mstate_global->__pyx_n_s_fo
#define __pyx_kp_u_gc __pyx_mstate_global->__pyx_kp_u_gc
#define __pyx_n_s_generate_model __pyx_mstate_global->__pyx_n_s_generate_model
#define __pyx_n_s_generate_templates __pyx_mstate_global->__pyx_n_s_generate_templates
#define __pyx_n_s_generate_templates_locals_genexp __pyx_mstate_global->__pyx_n_s_generate_templates_locals_genexp
#define __pyx_n_s_generate_templates_locals_model __pyx_mstate_global->__pyx_n_s_generate_templates_locals_model
#define __pyx_n_s_genexpr __pyx_mstate_global->__pyx_n_s_genexpr
#define __pyx_n_s_getstate __pyx_mstate_global->__pyx_n_s_getstate
#define __pyx_n_s_ifftshift __pyx_mstate_global->__pyx_n_s_ifftshift
#define __pyx_n_s_ii __pyx_mstate_global->__pyx_n_s_ii
#define __pyx_n_s_import __pyx_mstate_global->__pyx_n_s_import
#define __pyx_n_s_index __pyx_mstate_global->__pyx_n_s_index
#define __pyx_n_s_initializing __pyx_mstate_global->__pyx_n_s_initializing
#define __pyx_n_s_input_array __pyx_mstate_global->__pyx_n_s_input_array
#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine
#define __pyx_kp_u_isenabled __pyx_mstate_global->__pyx_kp_u_isenabled
#define __pyx_n_s_isfile __pyx_mstate_global->__pyx_n_s_isfile
#define __pyx_n_s_issubdtype __pyx_mstate_global->__pyx_n_s_issubdtype
#define __pyx_n_s_jj __pyx_mstate_global->__pyx_n_s_jj
#define __pyx_n_s_join __pyx_mstate_global->__pyx_n_s_join
#define __pyx_n_s_lensmc __pyx_mstate_global->__pyx_n_s_lensmc
#define __pyx_n_u_lensmc __pyx_mstate_global->__pyx_n_u_lensmc
#define __pyx_n_s_lensmc_galaxy_model __pyx_mstate_global->__pyx_n_s_lensmc_galaxy_model
#define __pyx_n_s_lensmc_path __pyx_mstate_global->__pyx_n_s_lensmc_path
#define __pyx_kp_s_lensmc_src_cython_galaxy_model_p __pyx_mstate_global->__pyx_kp_s_lensmc_src_cython_galaxy_model_p
#define __pyx_n_s_lensmc_utils __pyx_mstate_global->__pyx_n_s_lensmc_utils
#define __pyx_n_s_load __pyx_mstate_global->__pyx_n_s_load
#define __pyx_n_s_logger __pyx_mstate_global->__pyx_n_s_logger
#define __pyx_n_s_main __pyx_mstate_global->__pyx_n_s_main
#define __pyx_n_s_mdim __pyx_mstate_global->__pyx_n_s_mdim
#define __pyx_n_u_mdim __pyx_mstate_global->__pyx_n_u_mdim
#define __pyx_n_s_model __pyx_mstate_global->__pyx_n_s_model
#define __pyx_n_s_model_ft __pyx_mstate_global->__pyx_n_s_model_ft
#define __pyx_n_s_model_ht __pyx_mstate_global->__pyx_n_s_model_ht
#define __pyx_n_s_model_ht_at_r __pyx_mstate_global->__pyx_n_s_model_ht_at_r
#define __pyx_n_s_model_oversampling __pyx_mstate_global->__pyx_n_s_model_oversampling
#define __pyx_n_s_model_oversampling_fcn __pyx_mstate_global->__pyx_n_s_model_oversampling_fcn
#define __pyx_n_s_n __pyx_mstate_global->__pyx_n_s_n
#define __pyx_n_s_n_bulge __pyx_mstate_global->__pyx_n_s_n_bulge
#define __pyx_n_u_n_bulge __pyx_mstate_global->__pyx_n_u_n_bulge
#define __pyx_n_s_n_disc __pyx_mstate_global->__pyx_n_s_n_disc
#define __pyx_n_u_n_disc __pyx_mstate_global->__pyx_n_u_n_disc
#define __pyx_n_s_n_n_bulge __pyx_mstate_global->__pyx_n_s_n_n_bulge
#define __pyx_n_s_n_n_disc __pyx_mstate_global->__pyx_n_s_n_n_disc
#define __pyx_n_s_n_odim __pyx_mstate_global->__pyx_n_s_n_odim
#define __pyx_n_s_n_rfiducial __pyx_mstate_global->__pyx_n_s_n_rfiducial
#define __pyx_n_s_name __pyx_mstate_global->__pyx_n_s_name
#define __pyx_n_s_new __pyx_mstate_global->__pyx_n_s_new
#define __pyx_n_s_np __pyx_mstate_global->__pyx_n_s_np
#define __pyx_n_s_numpy __pyx_mstate_global->__pyx_n_s_numpy
#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_mstate_global->__pyx_kp_u_numpy__core_multiarray_failed_to
#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_mstate_global->__pyx_kp_u_numpy__core_umath_failed_to_impo
#define __pyx_n_s_numpy_fft __pyx_mstate_global->__pyx_n_s_numpy_fft
#define __pyx_n_s_odim __pyx_mstate_global->__pyx_n_s_odim
#define __pyx_n_u_odim __pyx_mstate_global->__pyx_n_u_odim
#define __pyx_n_s_odim_min __pyx_mstate_global->__pyx_n_s_odim_min
#define __pyx_n_s_oo __pyx_mstate_global->__pyx_n_s_oo
#define __pyx_n_s_open __pyx_mstate_global->__pyx_n_s_open
#define __pyx_n_s_os __pyx_mstate_global->__pyx_n_s_os
#define __pyx_n_s_output_array __pyx_mstate_global->__pyx_n_s_output_array
#define __pyx_n_s_oversampling __pyx_mstate_global->__pyx_n_s_oversampling
#define __pyx_n_u_oversampling __pyx_mstate_global->__pyx_n_u_oversampling
#define __pyx_n_s_path __pyx_mstate_global->__pyx_n_s_path
#define __pyx_n_s_path_2 __pyx_mstate_global->__pyx_n_s_path_2
#define __pyx_n_s_pickle __pyx_mstate_global->__pyx_n_s_pickle
#define __pyx_n_s_pixel_scale __pyx_mstate_global->__pyx_n_s_pixel_scale
#define __pyx_n_s_pkg_resources __pyx_mstate_global->__pyx_n_s_pkg_resources
#define __pyx_n_s_plan __pyx_mstate_global->__pyx_n_s_plan
#define __pyx_n_s_print __pyx_mstate_global->__pyx_n_s_print
#define __pyx_n_s_psf_centring __pyx_mstate_global->__pyx_n_s_psf_centring
#define __pyx_n_s_psf_ft __pyx_mstate_global->__pyx_n_s_psf_ft
#define __pyx_n_s_psf_ft_at_o __pyx_mstate_global->__pyx_n_s_psf_ft_at_o
#define __pyx_n_s_pyfftw __pyx_mstate_global->__pyx_n_s_pyfftw
#define __pyx_n_s_pyx_PickleError __pyx_mstate_global->__pyx_n_s_pyx_PickleError
#define __pyx_n_s_pyx_checksum __pyx_mstate_global->__pyx_n_s_pyx_checksum
#define __pyx_n_s_pyx_result __pyx_mstate_global->__pyx_n_s_pyx_result
#define __pyx_n_s_pyx_state __pyx_mstate_global->__pyx_n_s_pyx_state
#define __pyx_n_s_pyx_type __pyx_mstate_global->__pyx_n_s_pyx_type
#define __pyx_n_s_pyx_unpickle_WorkingArrays __pyx_mstate_global->__pyx_n_s_pyx_unpickle_WorkingArrays
#define __pyx_n_s_range __pyx_mstate_global->__pyx_n_s_range
#define __pyx_n_u_rb __pyx_mstate_global->__pyx_n_u_rb
#define __pyx_n_s_real __pyx_mstate_global->__pyx_n_s_real
#define __pyx_n_s_reduce __pyx_mstate_global->__pyx_n_s_reduce
#define __pyx_n_s_reduce_cython __pyx_mstate_global->__pyx_n_s_reduce_cython
#define __pyx_n_s_reduce_ex __pyx_mstate_global->__pyx_n_s_reduce_ex
#define __pyx_n_s_resampled_model_ft __pyx_mstate_global->__pyx_n_s_resampled_model_ft
#define __pyx_n_u_resampled_model_ft __pyx_mstate_global->__pyx_n_u_resampled_model_ft
#define __pyx_n_s_resampledmodel_ft __pyx_mstate_global->__pyx_n_s_resampledmodel_ft
#define __pyx_n_s_resource_filename __pyx_mstate_global->__pyx_n_s_resource_filename
#define __pyx_n_s_rfiducial __pyx_mstate_global->__pyx_n_s_rfiducial
#define __pyx_n_u_rfiducial __pyx_mstate_global->__pyx_n_u_rfiducial
#define __pyx_n_s_rr __pyx_mstate_global->__pyx_n_s_rr
#define __pyx_n_s_s __pyx_mstate_global->__pyx_n_s_s
#define __pyx_n_s_s_cutoff __pyx_mstate_global->__pyx_n_s_s_cutoff
#define __pyx_n_s_s_cutoff_by_s_pix __pyx_mstate_global->__pyx_n_s_s_cutoff_by_s_pix
#define __pyx_n_s_s_pix __pyx_mstate_global->__pyx_n_s_s_pix
#define __pyx_n_s_self __pyx_mstate_global->__pyx_n_s_self
#define __pyx_n_s_semimajor __pyx_mstate_global->__pyx_n_s_semimajor
#define __pyx_n_s_send __pyx_mstate_global->__pyx_n_s_send
#define __pyx_n_s_setstate __pyx_mstate_global->__pyx_n_s_setstate
#define __pyx_n_s_setstate_cython __pyx_mstate_global->__pyx_n_s_setstate_cython
#define __pyx_n_s_slots __pyx_mstate_global->__pyx_n_s_slots
#define __pyx_n_s_spec __pyx_mstate_global->__pyx_n_s_spec
#define __pyx_n_s_sqrt2 __pyx_mstate_global->__pyx_n_s_sqrt2
#define __pyx_n_s_sqrt2_by_s_pix __pyx_mstate_global->__pyx_n_s_sqrt2_by_s_pix
#define __pyx_n_s_state __pyx_mstate_global->__pyx_n_s_state
#define __pyx_kp_s_stringsource __pyx_mstate_global->__pyx_kp_s_stringsource
#define __pyx_n_s_templates __pyx_mstate_global->__pyx_n_s_templates
#define __pyx_n_s_templates_cache __pyx_mstate_global->__pyx_n_s_templates_cache
#define __pyx_n_s_test __pyx_mstate_global->__pyx_n_s_test
#define __pyx_n_s_threads __pyx_mstate_global->__pyx_n_s_threads
#define __pyx_n_s_throw __pyx_mstate_global->__pyx_n_s_throw
#define __pyx_n_s_update __pyx_mstate_global->__pyx_n_s_update
#define __pyx_n_s_use_setstate __pyx_mstate_global->__pyx_n_s_use_setstate
#define __pyx_n_u_wb __pyx_mstate_global->__pyx_n_u_wb
#define __pyx_n_s_working_arrays __pyx_mstate_global->__pyx_n_s_working_arrays
#define __pyx_kp_u_x_bin __pyx_mstate_global->__pyx_kp_u_x_bin
#define __pyx_n_s_x_offset __pyx_mstate_global->__pyx_n_s_x_offset
#define __pyx_n_s_xshift_ft __pyx_mstate_global->__pyx_n_s_xshift_ft
#define __pyx_n_u_xshift_ft __pyx_mstate_global->__pyx_n_u_xshift_ft
#define __pyx_n_s_y_offset __pyx_mstate_global->__pyx_n_s_y_offset
#define __pyx_n_s_yshift_ft __pyx_mstate_global->__pyx_n_s_yshift_ft
#define __pyx_n_u_yshift_ft __pyx_mstate_global->__pyx_n_u_yshift_ft
#define __pyx_n_s_zeros __pyx_mstate_global->__pyx_n_s_zeros
#define __pyx_n_s_zeros_aligned __pyx_mstate_global->__pyx_n_s_zeros_aligned
#define __pyx_float_1_ __pyx_mstate_global->__pyx_float_1_
#define __pyx_float_2_ __pyx_mstate_global->__pyx_float_2_
#define __pyx_float_3_ __pyx_mstate_global->__pyx_float_3_
#define __pyx_float_4_ __pyx_mstate_global->__pyx_float_4_
#define __pyx_float_5_ __pyx_mstate_global->__pyx_float_5_
#define __pyx_float_6_ __pyx_mstate_global->__pyx_float_6_
#define __pyx_float_8_ __pyx_mstate_global->__pyx_float_8_
#define __pyx_float_0_5 __pyx_mstate_global->__pyx_float_0_5
#define __pyx_float_1_5 __pyx_mstate_global->__pyx_float_1_5
#define __pyx_float_16_ __pyx_mstate_global->__pyx_float_16_
#define __pyx_float_18_ __pyx_mstate_global->__pyx_float_18_
#define __pyx_float_2_5 __pyx_mstate_global->__pyx_float_2_5
#define __pyx_float_3_5 __pyx_mstate_global->__pyx_float_3_5
#define __pyx_float_32_ __pyx_mstate_global->__pyx_float_32_
#define __pyx_float_4_5 __pyx_mstate_global->__pyx_float_4_5
#define __pyx_float_5_5 __pyx_mstate_global->__pyx_float_5_5
#define __pyx_float_0_331 __pyx_mstate_global->__pyx_float_0_331
#define __pyx_float_9_375 __pyx_mstate_global->__pyx_float_9_375
#define __pyx_float_6_29167 __pyx_mstate_global->__pyx_float_6_29167
#define __pyx_float_8_08333 __pyx_mstate_global->__pyx_float_8_08333
#define __pyx_float_1_4142135623730951 __pyx_mstate_global->__pyx_float_1_4142135623730951
#define __pyx_int_0 __pyx_mstate_global->__pyx_int_0
#define __pyx_int_1 __pyx_mstate_global->__pyx_int_1
#define __pyx_int_2 __pyx_mstate_global->__pyx_int_2
#define __pyx_int_3 __pyx_mstate_global->__pyx_int_3
#define __pyx_int_10 __pyx_mstate_global->__pyx_int_10
#define __pyx_int_32 __pyx_mstate_global->__pyx_int_32
#define __pyx_int_48 __pyx_mstate_global->__pyx_int_48
#define __pyx_int_64 __pyx_mstate_global->__pyx_int_64
#define __pyx_int_96 __pyx_mstate_global->__pyx_int_96
#define __pyx_int_128 __pyx_mstate_global->__pyx_int_128
#define __pyx_int_192 __pyx_mstate_global->__pyx_int_192
#define __pyx_int_256 __pyx_mstate_global->__pyx_int_256
#define __pyx_int_384 __pyx_mstate_global->__pyx_int_384
#define __pyx_int_16384 __pyx_mstate_global->__pyx_int_16384
#define __pyx_int_37495948 __pyx_mstate_global->__pyx_int_37495948
#define __pyx_int_44691943 __pyx_mstate_global->__pyx_int_44691943
#define __pyx_int_69412810 __pyx_mstate_global->__pyx_int_69412810
#define __pyx_tuple_ __pyx_mstate_global->__pyx_tuple_
#define __pyx_tuple__2 __pyx_mstate_global->__pyx_tuple__2
#define __pyx_tuple__3 __pyx_mstate_global->__pyx_tuple__3
#define __pyx_tuple__4 __pyx_mstate_global->__pyx_tuple__4
#define __pyx_tuple__5 __pyx_mstate_global->__pyx_tuple__5
#define __pyx_tuple__6 __pyx_mstate_global->__pyx_tuple__6
#define __pyx_tuple__7 __pyx_mstate_global->__pyx_tuple__7
#define __pyx_tuple__8 __pyx_mstate_global->__pyx_tuple__8
#define __pyx_slice__12 __pyx_mstate_global->__pyx_slice__12
#define __pyx_tuple__10 __pyx_mstate_global->__pyx_tuple__10
#define __pyx_tuple__13 __pyx_mstate_global->__pyx_tuple__13
#define __pyx_tuple__14 __pyx_mstate_global->__pyx_tuple__14
#define __pyx_tuple__17 __pyx_mstate_global->__pyx_tuple__17
#define __pyx_tuple__18 __pyx_mstate_global->__pyx_tuple__18
#define __pyx_tuple__19 __pyx_mstate_global->__pyx_tuple__19
#define __pyx_tuple__20 __pyx_mstate_global->__pyx_tuple__20
#define __pyx_tuple__21 __pyx_mstate_global->__pyx_tuple__21
#define __pyx_tuple__22 __pyx_mstate_global->__pyx_tuple__22
#define __pyx_tuple__23 __pyx_mstate_global->__pyx_tuple__23
#define __pyx_tuple__25 __pyx_mstate_global->__pyx_tuple__25
#define __pyx_tuple__27 __pyx_mstate_global->__pyx_tuple__27
#define __pyx_tuple__29 __pyx_mstate_global->__pyx_tuple__29
#define __pyx_tuple__31 __pyx_mstate_global->__pyx_tuple__31
#define __pyx_tuple__33 __pyx_mstate_global->__pyx_tuple__33
#define __pyx_codeobj__9 __pyx_mstate_global->__pyx_codeobj__9
#define __pyx_codeobj__24 __pyx_mstate_global->__pyx_codeobj__24
#define __pyx_codeobj__26 __pyx_mstate_global->__pyx_codeobj__26
#define __pyx_codeobj__28 __pyx_mstate_global->__pyx_codeobj__28
#define __pyx_codeobj__30 __pyx_mstate_global->__pyx_codeobj__30
#define __pyx_codeobj__32 __pyx_mstate_global->__pyx_codeobj__32
#define __pyx_codeobj__34 __pyx_mstate_global->__pyx_codeobj__34
/* #### Code section: module_code ### */

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":286
 * 
 *         @property
 *         cdef inline npy_intp itemsize(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             return PyDataType_ELSIZE(self)
 * 
 */

static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self) {
  npy_intp __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":287
 *         @property
 *         cdef inline npy_intp itemsize(self) noexcept nogil:
 *             return PyDataType_ELSIZE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyDataType_ELSIZE(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":286
 * 
 *         @property
 *         cdef inline npy_intp itemsize(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             return PyDataType_ELSIZE(self)
 * 
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":290
 * 
 *         @property
 *         cdef inline npy_intp alignment(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             return PyDataType_ALIGNMENT(self)
 * 
 */

static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self) {
  npy_intp __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":291
 *         @property
 *         cdef inline npy_intp alignment(self) noexcept nogil:
 *             return PyDataType_ALIGNMENT(self)             # <<<<<<<<<<<<<<
 * 
 *         # Use fields/names with care as they may be NULL.  You must check
 */
  __pyx_r = PyDataType_ALIGNMENT(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":290
 * 
 *         @property
 *         cdef inline npy_intp alignment(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             return PyDataType_ALIGNMENT(self)
 * 
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":296
 *         # for this using PyDataType_HASFIELDS.
 *         @property
 *         cdef inline object fields(self):             # <<<<<<<<<<<<<<
 *             return <object>PyDataType_FIELDS(self)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1;
  __Pyx_RefNannySetupContext("fields", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":297
 *         @property
 *         cdef inline object fields(self):
 *             return <object>PyDataType_FIELDS(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyDataType_FIELDS(__pyx_v_self);
  __Pyx_INCREF(((PyObject *)__pyx_t_1));
  __pyx_r = ((PyObject *)__pyx_t_1);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":296
 *         # for this using PyDataType_HASFIELDS.
 *         @property
 *         cdef inline object fields(self):             # <<<<<<<<<<<<<<
 *             return <object>PyDataType_FIELDS(self)
 * 
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":300
 * 
 *         @property
 *         cdef inline tuple names(self):             # <<<<<<<<<<<<<<
 *             return <tuple>PyDataType_NAMES(self)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1;
  __Pyx_RefNannySetupContext("names", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":301
 *         @property
 *         cdef inline tuple names(self):
 *             return <tuple>PyDataType_NAMES(self)             # <<<<<<<<<<<<<<
 * 
 *         # Use PyDataType_HASSUBARRAY to test whether this field is
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyDataType_NAMES(__pyx_v_self);
  __Pyx_INCREF(((PyObject*)__pyx_t_1));
  __pyx_r = ((PyObject*)__pyx_t_1);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":300
 * 
 *         @property
 *         cdef inline tuple names(self):             # <<<<<<<<<<<<<<
 *             return <tuple>PyDataType_NAMES(self)
 * 
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":307
 *         # this field via the inline helper method PyDataType_SHAPE.
 *         @property
 *         cdef inline PyArray_ArrayDescr* subarray(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             return PyDataType_SUBARRAY(self)
 * 
 */

static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self) {
  PyArray_ArrayDescr *__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":308
 *         @property
 *         cdef inline PyArray_ArrayDescr* subarray(self) noexcept nogil:
 *             return PyDataType_SUBARRAY(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyDataType_SUBARRAY(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":307
 *         # this field via the inline helper method PyDataType_SHAPE.
 *         @property
 *         cdef inline PyArray_ArrayDescr* subarray(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             return PyDataType_SUBARRAY(self)
 * 
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":311
 * 
 *         @property
 *         cdef inline npy_uint64 flags(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The data types flags."""
 *             return PyDataType_FLAGS(self)
 */

static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self) {
  npy_uint64 __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":313
 *         cdef inline npy_uint64 flags(self) noexcept nogil:
 *             """The data types flags."""
 *             return PyDataType_FLAGS(self)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyDataType_FLAGS(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":311
 * 
 *         @property
 *         cdef inline npy_uint64 flags(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The data types flags."""
 *             return PyDataType_FLAGS(self)
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":323
 * 
 *         @property
 *         cdef inline int numiter(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The number of arrays that need to be broadcast to the same shape."""
 *             return PyArray_MultiIter_NUMITER(self)
 */

static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self) {
  int __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":325
 *         cdef inline int numiter(self) noexcept nogil:
 *             """The number of arrays that need to be broadcast to the same shape."""
 *             return PyArray_MultiIter_NUMITER(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_MultiIter_NUMITER(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":323
 * 
 *         @property
 *         cdef inline int numiter(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The number of arrays that need to be broadcast to the same shape."""
 *             return PyArray_MultiIter_NUMITER(self)
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":328
 * 
 *         @property
 *         cdef inline npy_intp size(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The total broadcasted size."""
 *             return PyArray_MultiIter_SIZE(self)
 */

static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self) {
  npy_intp __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":330
 *         cdef inline npy_intp size(self) noexcept nogil:
 *             """The total broadcasted size."""
 *             return PyArray_MultiIter_SIZE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_MultiIter_SIZE(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":328
 * 
 *         @property
 *         cdef inline npy_intp size(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The total broadcasted size."""
 *             return PyArray_MultiIter_SIZE(self)
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":333
 * 
 *         @property
 *         cdef inline npy_intp index(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The current (1-d) index into the broadcasted result."""
 *             return PyArray_MultiIter_INDEX(self)
 */

static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self) {
  npy_intp __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":335
 *         cdef inline npy_intp index(self) noexcept nogil:
 *             """The current (1-d) index into the broadcasted result."""
 *             return PyArray_MultiIter_INDEX(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_MultiIter_INDEX(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":333
 * 
 *         @property
 *         cdef inline npy_intp index(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The current (1-d) index into the broadcasted result."""
 *             return PyArray_MultiIter_INDEX(self)
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":338
 * 
 *         @property
 *         cdef inline int nd(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The number of dimensions in the broadcasted result."""
 *             return PyArray_MultiIter_NDIM(self)
 */

static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self) {
  int __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":340
 *         cdef inline int nd(self) noexcept nogil:
 *             """The number of dimensions in the broadcasted result."""
 *             return PyArray_MultiIter_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_MultiIter_NDIM(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":338
 * 
 *         @property
 *         cdef inline int nd(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The number of dimensions in the broadcasted result."""
 *             return PyArray_MultiIter_NDIM(self)
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":343
 * 
 *         @property
 *         cdef inline npy_intp* dimensions(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The shape of the broadcasted result."""
 *             return PyArray_MultiIter_DIMS(self)
 */

static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self) {
  npy_intp *__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":345
 *         cdef inline npy_intp* dimensions(self) noexcept nogil:
 *             """The shape of the broadcasted result."""
 *             return PyArray_MultiIter_DIMS(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_MultiIter_DIMS(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":343
 * 
 *         @property
 *         cdef inline npy_intp* dimensions(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The shape of the broadcasted result."""
 *             return PyArray_MultiIter_DIMS(self)
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":348
 * 
 *         @property
 *         cdef inline void** iters(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """An array of iterator objects that holds the iterators for the arrays to be broadcast together.
 *             On return, the iterators are adjusted for broadcasting."""
 */

static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self) {
  void **__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":351
 *             """An array of iterator objects that holds the iterators for the arrays to be broadcast together.
 *             On return, the iterators are adjusted for broadcasting."""
 *             return PyArray_MultiIter_ITERS(self)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyArray_MultiIter_ITERS(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":348
 * 
 *         @property
 *         cdef inline void** iters(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """An array of iterator objects that holds the iterators for the arrays to be broadcast together.
 *             On return, the iterators are adjusted for broadcasting."""
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":366
 * 
 *         @property
 *         cdef inline PyObject* base(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns a borrowed reference to the object owning the data/memory.
 *             """
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self) {
  PyObject *__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":369
 *             """Returns a borrowed reference to the object owning the data/memory.
 *             """
 *             return PyArray_BASE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_BASE(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":366
 * 
 *         @property
 *         cdef inline PyObject* base(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns a borrowed reference to the object owning the data/memory.
 *             """
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":372
 * 
 *         @property
 *         cdef inline dtype descr(self):             # <<<<<<<<<<<<<<
 *             """Returns an owned reference to the dtype of the array.
 *             """
 */

static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self) {
  PyArray_Descr *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyArray_Descr *__pyx_t_1;
  __Pyx_RefNannySetupContext("descr", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":375
 *             """Returns an owned reference to the dtype of the array.
 *             """
 *             return <dtype>PyArray_DESCR(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __Pyx_XDECREF((PyObject *)__pyx_r);
  __pyx_t_1 = PyArray_DESCR(__pyx_v_self);
  __Pyx_INCREF((PyObject *)((PyArray_Descr *)__pyx_t_1));
  __pyx_r = ((PyArray_Descr *)__pyx_t_1);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":372
 * 
 *         @property
 *         cdef inline dtype descr(self):             # <<<<<<<<<<<<<<
 *             """Returns an owned reference to the dtype of the array.
 *             """
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":378
 * 
 *         @property
 *         cdef inline int ndim(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns the number of dimensions in the array.
 *             """
 */

static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self) {
  int __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":381
 *             """Returns the number of dimensions in the array.
 *             """
 *             return PyArray_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_NDIM(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":378
 * 
 *         @property
 *         cdef inline int ndim(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns the number of dimensions in the array.
 *             """
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":384
 * 
 *         @property
 *         cdef inline npy_intp *shape(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the dimensions/shape of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self) {
  npy_intp *__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":389
 *             Can return NULL for 0-dimensional arrays.
 *             """
 *             return PyArray_DIMS(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_DIMS(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":384
 * 
 *         @property
 *         cdef inline npy_intp *shape(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the dimensions/shape of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":392
 * 
 *         @property
 *         cdef inline npy_intp *strides(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the strides of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self) {
  npy_intp *__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":396
 *             The number of elements matches the number of dimensions of the array (ndim).
 *             """
 *             return PyArray_STRIDES(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_STRIDES(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":392
 * 
 *         @property
 *         cdef inline npy_intp *strides(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the strides of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":399
 * 
 *         @property
 *         cdef inline npy_intp size(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns the total size (in number of elements) of the array.
 *             """
 */

static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self) {
  npy_intp __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":402
 *             """Returns the total size (in number of elements) of the array.
 *             """
 *             return PyArray_SIZE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */
  __pyx_r = PyArray_SIZE(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":399
 * 
 *         @property
 *         cdef inline npy_intp size(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """Returns the total size (in number of elements) of the array.
 *             """
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":405
 * 
 *         @property
 *         cdef inline char* data(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The pointer to the data buffer as a char*.
 *             This is provided for legacy reasons to avoid direct struct field access.
 */

static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self) {
  char *__pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":411
 *             of `PyArray_DATA()` instead, which returns a 'void*'.
 *             """
 *             return PyArray_BYTES(self)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyArray_BYTES(__pyx_v_self);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":405
 * 
 *         @property
 *         cdef inline char* data(self) noexcept nogil:             # <<<<<<<<<<<<<<
 *             """The pointer to the data buffer as a char*.
 *             This is provided for legacy reasons to avoid direct struct field access.
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":807
 * ctypedef long double complex clongdouble_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":808
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 *     return PyArray_MultiIterNew(1, <void*>a)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":807
 * ctypedef long double complex clongdouble_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":810
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":811
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 811, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":810
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":813
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":814
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 814, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":813
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":816
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":817
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(4, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 817, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":816
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":819
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":820
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)             # <<<<<<<<<<<<<<
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(5, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d), ((void *)__pyx_v_e)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 820, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":819
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":822
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):             # <<<<<<<<<<<<<<
 *     if PyDataType_HASSUBARRAY(d):
 *         return <tuple>d.subarray.shape
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2;
  __Pyx_RefNannySetupContext("PyDataType_SHAPE", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":823
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
 *         return <tuple>d.subarray.shape
 *     else:
 */
  __pyx_t_1 = PyDataType_HASSUBARRAY(__pyx_v_d);
  if (__pyx_t_1) {

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":824
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):
 *         return <tuple>d.subarray.shape             # <<<<<<<<<<<<<<
 *     else:
 *         return ()
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_f_5numpy_5dtype_8subarray_subarray(__pyx_v_d)->shape;
    __Pyx_INCREF(((PyObject*)__pyx_t_2));
    __pyx_r = ((PyObject*)__pyx_t_2);
    goto __pyx_L0;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":823
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
 *         return <tuple>d.subarray.shape
 *     else:
 */
  }

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":826
 *         return <tuple>d.subarray.shape
 *     else:
 *         return ()             # <<<<<<<<<<<<<<
 * 
 * 
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_empty_tuple);
    __pyx_r = __pyx_empty_tuple;
    goto __pyx_L0;
  }

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":822
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):             # <<<<<<<<<<<<<<
 *     if PyDataType_HASSUBARRAY(d):
 *         return <tuple>d.subarray.shape
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1010
 *     int _import_umath() except -1
 * 
 * cdef inline void set_array_base(ndarray arr, object base) except *:             # <<<<<<<<<<<<<<
 *     Py_INCREF(base) # important to do this before stealing the reference below!
 *     PyArray_SetBaseObject(arr, base)
 */

static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) {
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1011
 * 
 * cdef inline void set_array_base(ndarray arr, object base) except *:
 *     Py_INCREF(base) # important to do this before stealing the reference below!             # <<<<<<<<<<<<<<
 *     PyArray_SetBaseObject(arr, base)
 * 
 */
  Py_INCREF(__pyx_v_base);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1012
 * cdef inline void set_array_base(ndarray arr, object base) except *:
 *     Py_INCREF(base) # important to do this before stealing the reference below!
 *     PyArray_SetBaseObject(arr, base)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object get_array_base(ndarray arr):
 */
  __pyx_t_1 = PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base); if (unlikely(__pyx_t_1 == ((int)-1))) __PYX_ERR(1, 1012, __pyx_L1_error)

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1010
 *     int _import_umath() except -1
 * 
 * cdef inline void set_array_base(ndarray arr, object base) except *:             # <<<<<<<<<<<<<<
 *     Py_INCREF(base) # important to do this before stealing the reference below!
 *     PyArray_SetBaseObject(arr, base)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("numpy.set_array_base", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1014
 *     PyArray_SetBaseObject(arr, base)
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__pyx_v_arr) {
  PyObject *__pyx_v_base;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("get_array_base", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1015
 * 
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)             # <<<<<<<<<<<<<<
 *     if base is NULL:
 *         return None
 */
  __pyx_v_base = PyArray_BASE(__pyx_v_arr);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1016
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)
 *     if base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     return <object>base
 */
  __pyx_t_1 = (__pyx_v_base == NULL);
  if (__pyx_t_1) {

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1017
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 *         return None             # <<<<<<<<<<<<<<
 *     return <object>base
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_r = Py_None; __Pyx_INCREF(Py_None);
    goto __pyx_L0;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1016
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)
 *     if base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     return <object>base
 */
  }

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1018
 *     if base is NULL:
 *         return None
 *     return <object>base             # <<<<<<<<<<<<<<
 * 
 * # Versions of the import_* functions which are more suitable for
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_base));
  __pyx_r = ((PyObject *)__pyx_v_base);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1014
 *     PyArray_SetBaseObject(arr, base)
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1022
 * # Versions of the import_* functions which are more suitable for
 * # Cython code.
 * cdef inline int import_array() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         __pyx_import_array()
 */

static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("import_array", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1023
 * # Cython code.
 * cdef inline int import_array() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         __pyx_import_array()
 *     except Exception:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1024
 * cdef inline int import_array() except -1:
 *     try:
 *         __pyx_import_array()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         raise ImportError("numpy._core.multiarray failed to import")
 */
      __pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1024, __pyx_L3_error)

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1023
 * # Cython code.
 * cdef inline int import_array() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         __pyx_import_array()
 *     except Exception:
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L8_try_end;
    __pyx_L3_error:;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1025
 *     try:
 *         __pyx_import_array()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy._core.multiarray failed to import")
 * 
 */
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
    if (__pyx_t_4) {
      __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 1025, __pyx_L5_except_error)
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1026
 *         __pyx_import_array()
 *     except Exception:
 *         raise ImportError("numpy._core.multiarray failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_umath() except -1:
 */
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1026, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __PYX_ERR(1, 1026, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1023
 * # Cython code.
 * cdef inline int import_array() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         __pyx_import_array()
 *     except Exception:
 */
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L8_try_end:;
  }

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1022
 * # Versions of the import_* functions which are more suitable for
 * # Cython code.
 * cdef inline int import_array() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         __pyx_import_array()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1028
 *         raise ImportError("numpy._core.multiarray failed to import")
 * 
 * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("import_umath", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1029
 * 
 * cdef inline int import_umath() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1030
 * cdef inline int import_umath() except -1:
 *     try:
 *         _import_umath()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         raise ImportError("numpy._core.umath failed to import")
 */
      __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1030, __pyx_L3_error)

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1029
 * 
 * cdef inline int import_umath() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L8_try_end;
    __pyx_L3_error:;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1031
 *     try:
 *         _import_umath()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy._core.umath failed to import")
 * 
 */
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
    if (__pyx_t_4) {
      __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 1031, __pyx_L5_except_error)
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1032
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy._core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_ufunc() except -1:
 */
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1032, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __PYX_ERR(1, 1032, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1029
 * 
 * cdef inline int import_umath() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L8_try_end:;
  }

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1028
 *         raise ImportError("numpy._core.multiarray failed to import")
 * 
 * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1034
 *         raise ImportError("numpy._core.umath failed to import")
 * 
 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("import_ufunc", 1);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1035
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1036
 * cdef inline int import_ufunc() except -1:
 *     try:
 *         _import_umath()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         raise ImportError("numpy._core.umath failed to import")
 */
      __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 1036, __pyx_L3_error)

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1035
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L8_try_end;
    __pyx_L3_error:;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1037
 *     try:
 *         _import_umath()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy._core.umath failed to import")
 * 
 */
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
    if (__pyx_t_4) {
      __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 1037, __pyx_L5_except_error)
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);

      /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1038
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy._core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1038, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __PYX_ERR(1, 1038, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;

    /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1035
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L8_try_end:;
  }

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1034
 *         raise ImportError("numpy._core.umath failed to import")
 * 
 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1041
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_obj) {
  int __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1053
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1041
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1056
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_obj) {
  int __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1068
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1056
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1071
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) {
  npy_datetime __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1078
 *     also needed.  That can be found using `get_datetime64_unit`.
 *     """
 *     return (<PyDatetimeScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1071
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1081
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) {
  npy_timedelta __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1085
 *     returns the int64 value underlying scalar numpy timedelta64 object
 *     """
 *     return (<PyTimedeltaScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1081
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

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

/* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1088
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) {
  NPY_DATETIMEUNIT __pyx_r;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1092
 *     returns the unit part of the dtype for a numpy datetime64 object.
 *     """
 *     return <NPY_DATETIMEUNIT>(<PyDatetimeScalarObject*>obj).obmeta.base             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base);
  goto __pyx_L0;

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1088
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

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

/* "lensmc/src/cython/galaxy_model.pyx":63
 * 
 * 
 *     def __init__(self, tuple rfiducial, tuple odim, int mdim, int oversampling, float n_bulge, float n_disc,             # <<<<<<<<<<<<<<
 *         tuple bulge_ht, tuple disc_ht, tuple dsmodel_plan,
 *         np.ndarray[np.float32_t, ndim=2, mode="c"] resampled_model_ft,
 */

/* Python wrapper */
static int __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_rfiducial = 0;
  PyObject *__pyx_v_odim = 0;
  int __pyx_v_mdim;
  int __pyx_v_oversampling;
  float __pyx_v_n_bulge;
  float __pyx_v_n_disc;
  PyObject *__pyx_v_bulge_ht = 0;
  PyObject *__pyx_v_disc_ht = 0;
  PyObject *__pyx_v_dsmodel_plan = 0;
  PyArrayObject *__pyx_v_resampled_model_ft = 0;
  PyArrayObject *__pyx_v_xshift_ft = 0;
  PyArrayObject *__pyx_v_yshift_ft = 0;
  PyObject *__pyx_v_convmodel_ft = 0;
  int __pyx_v_oo;
  int __pyx_v_rr;
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[15] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return -1;
  #endif
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rfiducial,&__pyx_n_s_odim,&__pyx_n_s_mdim,&__pyx_n_s_oversampling,&__pyx_n_s_n_bulge,&__pyx_n_s_n_disc,&__pyx_n_s_bulge_ht,&__pyx_n_s_disc_ht,&__pyx_n_s_dsmodel_plan,&__pyx_n_s_resampled_model_ft,&__pyx_n_s_xshift_ft,&__pyx_n_s_yshift_ft,&__pyx_n_s_convmodel_ft,&__pyx_n_s_oo,&__pyx_n_s_rr,0};
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case 15: values[14] = __Pyx_Arg_VARARGS(__pyx_args, 14);
        CYTHON_FALLTHROUGH;
        case 14: values[13] = __Pyx_Arg_VARARGS(__pyx_args, 13);
        CYTHON_FALLTHROUGH;
        case 13: values[12] = __Pyx_Arg_VARARGS(__pyx_args, 12);
        CYTHON_FALLTHROUGH;
        case 12: values[11] = __Pyx_Arg_VARARGS(__pyx_args, 11);
        CYTHON_FALLTHROUGH;
        case 11: values[10] = __Pyx_Arg_VARARGS(__pyx_args, 10);
        CYTHON_FALLTHROUGH;
        case 10: values[9] = __Pyx_Arg_VARARGS(__pyx_args, 9);
        CYTHON_FALLTHROUGH;
        case  9: values[8] = __Pyx_Arg_VARARGS(__pyx_args, 8);
        CYTHON_FALLTHROUGH;
        case  8: values[7] = __Pyx_Arg_VARARGS(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = __Pyx_Arg_VARARGS(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = __Pyx_Arg_VARARGS(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = __Pyx_Arg_VARARGS(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = __Pyx_Arg_VARARGS(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = __Pyx_Arg_VARARGS(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_VARARGS(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = __Pyx_Arg_VARARGS(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_VARARGS(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (likely((values[0] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_rfiducial)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[0]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_odim)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[1]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 1); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (likely((values[2] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_mdim)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[2]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 2); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  3:
        if (likely((values[3] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_oversampling)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[3]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 3); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  4:
        if (likely((values[4] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n_bulge)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[4]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 4); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  5:
        if (likely((values[5] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n_disc)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[5]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 5); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  6:
        if (likely((values[6] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_bulge_ht)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[6]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 6); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  7:
        if (likely((values[7] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_disc_ht)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[7]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 7); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  8:
        if (likely((values[8] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_dsmodel_plan)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[8]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 8); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  9:
        if (likely((values[9] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_resampled_model_ft)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[9]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 9); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 10:
        if (likely((values[10] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_xshift_ft)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[10]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 10); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 11:
        if (likely((values[11] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_yshift_ft)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[11]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 11); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 12:
        if (likely((values[12] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_convmodel_ft)) != 0)) {
          (void)__Pyx_Arg_NewRef_VARARGS(values[12]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, 12); __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 13:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_oo);
          if (value) { values[13] = __Pyx_Arg_NewRef_VARARGS(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 14:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_rr);
          if (value) { values[14] = __Pyx_Arg_NewRef_VARARGS(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "__init__") < 0)) __PYX_ERR(0, 63, __pyx_L3_error)
      }
    } else {
      switch (__pyx_nargs) {
        case 15: values[14] = __Pyx_Arg_VARARGS(__pyx_args, 14);
        CYTHON_FALLTHROUGH;
        case 14: values[13] = __Pyx_Arg_VARARGS(__pyx_args, 13);
        CYTHON_FALLTHROUGH;
        case 13: values[12] = __Pyx_Arg_VARARGS(__pyx_args, 12);
        values[11] = __Pyx_Arg_VARARGS(__pyx_args, 11);
        values[10] = __Pyx_Arg_VARARGS(__pyx_args, 10);
        values[9] = __Pyx_Arg_VARARGS(__pyx_args, 9);
        values[8] = __Pyx_Arg_VARARGS(__pyx_args, 8);
        values[7] = __Pyx_Arg_VARARGS(__pyx_args, 7);
        values[6] = __Pyx_Arg_VARARGS(__pyx_args, 6);
        values[5] = __Pyx_Arg_VARARGS(__pyx_args, 5);
        values[4] = __Pyx_Arg_VARARGS(__pyx_args, 4);
        values[3] = __Pyx_Arg_VARARGS(__pyx_args, 3);
        values[2] = __Pyx_Arg_VARARGS(__pyx_args, 2);
        values[1] = __Pyx_Arg_VARARGS(__pyx_args, 1);
        values[0] = __Pyx_Arg_VARARGS(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rfiducial = ((PyObject*)values[0]);
    __pyx_v_odim = ((PyObject*)values[1]);
    __pyx_v_mdim = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_mdim == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
    __pyx_v_oversampling = __Pyx_PyInt_As_int(values[3]); if (unlikely((__pyx_v_oversampling == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
    __pyx_v_n_bulge = __pyx_PyFloat_AsFloat(values[4]); if (unlikely((__pyx_v_n_bulge == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
    __pyx_v_n_disc = __pyx_PyFloat_AsFloat(values[5]); if (unlikely((__pyx_v_n_disc == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 63, __pyx_L3_error)
    __pyx_v_bulge_ht = ((PyObject*)values[6]);
    __pyx_v_disc_ht = ((PyObject*)values[7]);
    __pyx_v_dsmodel_plan = ((PyObject*)values[8]);
    __pyx_v_resampled_model_ft = ((PyArrayObject *)values[9]);
    __pyx_v_xshift_ft = ((PyArrayObject *)values[10]);
    __pyx_v_yshift_ft = ((PyArrayObject *)values[11]);
    __pyx_v_convmodel_ft = ((PyObject*)values[12]);
    if (values[13]) {
      __pyx_v_oo = __Pyx_PyInt_As_int(values[13]); if (unlikely((__pyx_v_oo == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 68, __pyx_L3_error)
    } else {
      __pyx_v_oo = ((int)0);
    }
    if (values[14]) {
      __pyx_v_rr = __Pyx_PyInt_As_int(values[14]); if (unlikely((__pyx_v_rr == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 68, __pyx_L3_error)
    } else {
      __pyx_v_rr = ((int)0);
    }
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 13, 15, __pyx_nargs); __PYX_ERR(0, 63, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_VARARGS(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.WorkingArrays.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rfiducial), (&PyTuple_Type), 1, "rfiducial", 1))) __PYX_ERR(0, 63, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_odim), (&PyTuple_Type), 1, "odim", 1))) __PYX_ERR(0, 63, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_bulge_ht), (&PyTuple_Type), 1, "bulge_ht", 1))) __PYX_ERR(0, 64, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_disc_ht), (&PyTuple_Type), 1, "disc_ht", 1))) __PYX_ERR(0, 64, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dsmodel_plan), (&PyTuple_Type), 1, "dsmodel_plan", 1))) __PYX_ERR(0, 64, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_resampled_model_ft), __pyx_ptype_5numpy_ndarray, 1, "resampled_model_ft", 0))) __PYX_ERR(0, 65, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_xshift_ft), __pyx_ptype_5numpy_ndarray, 1, "xshift_ft", 0))) __PYX_ERR(0, 66, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_yshift_ft), __pyx_ptype_5numpy_ndarray, 1, "yshift_ft", 0))) __PYX_ERR(0, 67, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_convmodel_ft), (&PyTuple_Type), 1, "convmodel_ft", 1))) __PYX_ERR(0, 68, __pyx_L1_error)
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays___init__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self), __pyx_v_rfiducial, __pyx_v_odim, __pyx_v_mdim, __pyx_v_oversampling, __pyx_v_n_bulge, __pyx_v_n_disc, __pyx_v_bulge_ht, __pyx_v_disc_ht, __pyx_v_dsmodel_plan, __pyx_v_resampled_model_ft, __pyx_v_xshift_ft, __pyx_v_yshift_ft, __pyx_v_convmodel_ft, __pyx_v_oo, __pyx_v_rr);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = -1;
  __pyx_L0:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_VARARGS(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays___init__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self, PyObject *__pyx_v_rfiducial, PyObject *__pyx_v_odim, int __pyx_v_mdim, int __pyx_v_oversampling, float __pyx_v_n_bulge, float __pyx_v_n_disc, PyObject *__pyx_v_bulge_ht, PyObject *__pyx_v_disc_ht, PyObject *__pyx_v_dsmodel_plan, PyArrayObject *__pyx_v_resampled_model_ft, PyArrayObject *__pyx_v_xshift_ft, PyArrayObject *__pyx_v_yshift_ft, PyObject *__pyx_v_convmodel_ft, int __pyx_v_oo, int __pyx_v_rr) {
  __Pyx_LocalBuf_ND __pyx_pybuffernd_resampled_model_ft;
  __Pyx_Buffer __pyx_pybuffer_resampled_model_ft;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_xshift_ft;
  __Pyx_Buffer __pyx_pybuffer_xshift_ft;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_yshift_ft;
  __Pyx_Buffer __pyx_pybuffer_yshift_ft;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 1);
  __pyx_pybuffer_resampled_model_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_resampled_model_ft.refcount = 0;
  __pyx_pybuffernd_resampled_model_ft.data = NULL;
  __pyx_pybuffernd_resampled_model_ft.rcbuffer = &__pyx_pybuffer_resampled_model_ft;
  __pyx_pybuffer_xshift_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_xshift_ft.refcount = 0;
  __pyx_pybuffernd_xshift_ft.data = NULL;
  __pyx_pybuffernd_xshift_ft.rcbuffer = &__pyx_pybuffer_xshift_ft;
  __pyx_pybuffer_yshift_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_yshift_ft.refcount = 0;
  __pyx_pybuffernd_yshift_ft.data = NULL;
  __pyx_pybuffernd_yshift_ft.rcbuffer = &__pyx_pybuffer_yshift_ft;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer, (PyObject*)__pyx_v_resampled_model_ft, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 63, __pyx_L1_error)
  }
  __pyx_pybuffernd_resampled_model_ft.diminfo[0].strides = __pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_resampled_model_ft.diminfo[0].shape = __pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_resampled_model_ft.diminfo[1].strides = __pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_resampled_model_ft.diminfo[1].shape = __pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer.shape[1];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer, (PyObject*)__pyx_v_xshift_ft, &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) __PYX_ERR(0, 63, __pyx_L1_error)
  }
  __pyx_pybuffernd_xshift_ft.diminfo[0].strides = __pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_xshift_ft.diminfo[0].shape = __pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer, (PyObject*)__pyx_v_yshift_ft, &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) __PYX_ERR(0, 63, __pyx_L1_error)
  }
  __pyx_pybuffernd_yshift_ft.diminfo[0].strides = __pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_yshift_ft.diminfo[0].shape = __pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer.shape[0];

  /* "lensmc/src/cython/galaxy_model.pyx":70
 *         tuple convmodel_ft, int oo=0, int rr=0):
 * 
 *         self.rfiducial = rfiducial             # <<<<<<<<<<<<<<
 *         self.odim = odim
 *         self.mdim = mdim
 */
  __Pyx_INCREF(__pyx_v_rfiducial);
  __Pyx_GIVEREF(__pyx_v_rfiducial);
  __Pyx_GOTREF(__pyx_v_self->rfiducial);
  __Pyx_DECREF(__pyx_v_self->rfiducial);
  __pyx_v_self->rfiducial = __pyx_v_rfiducial;

  /* "lensmc/src/cython/galaxy_model.pyx":71
 * 
 *         self.rfiducial = rfiducial
 *         self.odim = odim             # <<<<<<<<<<<<<<
 *         self.mdim = mdim
 *         self.oversampling = oversampling
 */
  __Pyx_INCREF(__pyx_v_odim);
  __Pyx_GIVEREF(__pyx_v_odim);
  __Pyx_GOTREF(__pyx_v_self->odim);
  __Pyx_DECREF(__pyx_v_self->odim);
  __pyx_v_self->odim = __pyx_v_odim;

  /* "lensmc/src/cython/galaxy_model.pyx":72
 *         self.rfiducial = rfiducial
 *         self.odim = odim
 *         self.mdim = mdim             # <<<<<<<<<<<<<<
 *         self.oversampling = oversampling
 *         self.n_bulge = n_bulge
 */
  __pyx_v_self->mdim = __pyx_v_mdim;

  /* "lensmc/src/cython/galaxy_model.pyx":73
 *         self.odim = odim
 *         self.mdim = mdim
 *         self.oversampling = oversampling             # <<<<<<<<<<<<<<
 *         self.n_bulge = n_bulge
 *         self.n_disc = n_disc
 */
  __pyx_v_self->oversampling = __pyx_v_oversampling;

  /* "lensmc/src/cython/galaxy_model.pyx":74
 *         self.mdim = mdim
 *         self.oversampling = oversampling
 *         self.n_bulge = n_bulge             # <<<<<<<<<<<<<<
 *         self.n_disc = n_disc
 *         self.bulge_ht = bulge_ht
 */
  __pyx_v_self->n_bulge = __pyx_v_n_bulge;

  /* "lensmc/src/cython/galaxy_model.pyx":75
 *         self.oversampling = oversampling
 *         self.n_bulge = n_bulge
 *         self.n_disc = n_disc             # <<<<<<<<<<<<<<
 *         self.bulge_ht = bulge_ht
 *         self.disc_ht = disc_ht
 */
  __pyx_v_self->n_disc = __pyx_v_n_disc;

  /* "lensmc/src/cython/galaxy_model.pyx":76
 *         self.n_bulge = n_bulge
 *         self.n_disc = n_disc
 *         self.bulge_ht = bulge_ht             # <<<<<<<<<<<<<<
 *         self.disc_ht = disc_ht
 *         self.dsmodel_plan = dsmodel_plan
 */
  __Pyx_INCREF(__pyx_v_bulge_ht);
  __Pyx_GIVEREF(__pyx_v_bulge_ht);
  __Pyx_GOTREF(__pyx_v_self->bulge_ht);
  __Pyx_DECREF(__pyx_v_self->bulge_ht);
  __pyx_v_self->bulge_ht = __pyx_v_bulge_ht;

  /* "lensmc/src/cython/galaxy_model.pyx":77
 *         self.n_disc = n_disc
 *         self.bulge_ht = bulge_ht
 *         self.disc_ht = disc_ht             # <<<<<<<<<<<<<<
 *         self.dsmodel_plan = dsmodel_plan
 *         self.resampled_model_ft = resampled_model_ft
 */
  __Pyx_INCREF(__pyx_v_disc_ht);
  __Pyx_GIVEREF(__pyx_v_disc_ht);
  __Pyx_GOTREF(__pyx_v_self->disc_ht);
  __Pyx_DECREF(__pyx_v_self->disc_ht);
  __pyx_v_self->disc_ht = __pyx_v_disc_ht;

  /* "lensmc/src/cython/galaxy_model.pyx":78
 *         self.bulge_ht = bulge_ht
 *         self.disc_ht = disc_ht
 *         self.dsmodel_plan = dsmodel_plan             # <<<<<<<<<<<<<<
 *         self.resampled_model_ft = resampled_model_ft
 *         self.xshift_ft = xshift_ft
 */
  __Pyx_INCREF(__pyx_v_dsmodel_plan);
  __Pyx_GIVEREF(__pyx_v_dsmodel_plan);
  __Pyx_GOTREF(__pyx_v_self->dsmodel_plan);
  __Pyx_DECREF(__pyx_v_self->dsmodel_plan);
  __pyx_v_self->dsmodel_plan = __pyx_v_dsmodel_plan;

  /* "lensmc/src/cython/galaxy_model.pyx":79
 *         self.disc_ht = disc_ht
 *         self.dsmodel_plan = dsmodel_plan
 *         self.resampled_model_ft = resampled_model_ft             # <<<<<<<<<<<<<<
 *         self.xshift_ft = xshift_ft
 *         self.yshift_ft = yshift_ft
 */
  __Pyx_INCREF((PyObject *)__pyx_v_resampled_model_ft);
  __Pyx_GIVEREF((PyObject *)__pyx_v_resampled_model_ft);
  __Pyx_GOTREF(__pyx_v_self->resampled_model_ft);
  __Pyx_DECREF(__pyx_v_self->resampled_model_ft);
  __pyx_v_self->resampled_model_ft = ((PyObject *)__pyx_v_resampled_model_ft);

  /* "lensmc/src/cython/galaxy_model.pyx":80
 *         self.dsmodel_plan = dsmodel_plan
 *         self.resampled_model_ft = resampled_model_ft
 *         self.xshift_ft = xshift_ft             # <<<<<<<<<<<<<<
 *         self.yshift_ft = yshift_ft
 *         self.convmodel_ft = convmodel_ft
 */
  __Pyx_INCREF((PyObject *)__pyx_v_xshift_ft);
  __Pyx_GIVEREF((PyObject *)__pyx_v_xshift_ft);
  __Pyx_GOTREF(__pyx_v_self->xshift_ft);
  __Pyx_DECREF(__pyx_v_self->xshift_ft);
  __pyx_v_self->xshift_ft = ((PyObject *)__pyx_v_xshift_ft);

  /* "lensmc/src/cython/galaxy_model.pyx":81
 *         self.resampled_model_ft = resampled_model_ft
 *         self.xshift_ft = xshift_ft
 *         self.yshift_ft = yshift_ft             # <<<<<<<<<<<<<<
 *         self.convmodel_ft = convmodel_ft
 *         self.oo = oo
 */
  __Pyx_INCREF((PyObject *)__pyx_v_yshift_ft);
  __Pyx_GIVEREF((PyObject *)__pyx_v_yshift_ft);
  __Pyx_GOTREF(__pyx_v_self->yshift_ft);
  __Pyx_DECREF(__pyx_v_self->yshift_ft);
  __pyx_v_self->yshift_ft = ((PyObject *)__pyx_v_yshift_ft);

  /* "lensmc/src/cython/galaxy_model.pyx":82
 *         self.xshift_ft = xshift_ft
 *         self.yshift_ft = yshift_ft
 *         self.convmodel_ft = convmodel_ft             # <<<<<<<<<<<<<<
 *         self.oo = oo
 *         self.rr = rr
 */
  __Pyx_INCREF(__pyx_v_convmodel_ft);
  __Pyx_GIVEREF(__pyx_v_convmodel_ft);
  __Pyx_GOTREF(__pyx_v_self->convmodel_ft);
  __Pyx_DECREF(__pyx_v_self->convmodel_ft);
  __pyx_v_self->convmodel_ft = __pyx_v_convmodel_ft;

  /* "lensmc/src/cython/galaxy_model.pyx":83
 *         self.yshift_ft = yshift_ft
 *         self.convmodel_ft = convmodel_ft
 *         self.oo = oo             # <<<<<<<<<<<<<<
 *         self.rr = rr
 * 
 */
  __pyx_v_self->oo = __pyx_v_oo;

  /* "lensmc/src/cython/galaxy_model.pyx":84
 *         self.convmodel_ft = convmodel_ft
 *         self.oo = oo
 *         self.rr = rr             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_v_self->rr = __pyx_v_rr;

  /* "lensmc/src/cython/galaxy_model.pyx":63
 * 
 * 
 *     def __init__(self, tuple rfiducial, tuple odim, int mdim, int oversampling, float n_bulge, float n_disc,             # <<<<<<<<<<<<<<
 *         tuple bulge_ht, tuple disc_ht, tuple dsmodel_plan,
 *         np.ndarray[np.float32_t, ndim=2, mode="c"] resampled_model_ft,
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("lensmc.galaxy_model.WorkingArrays.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_resampled_model_ft.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":46
 *                  'convmodel_ft')
 * 
 *     cdef readonly tuple rfiducial             # <<<<<<<<<<<<<<
 *     cdef readonly tuple odim
 *     cdef readonly int mdim
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9rfiducial_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9rfiducial_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9rfiducial___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9rfiducial___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->rfiducial);
  __pyx_r = __pyx_v_self->rfiducial;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":47
 * 
 *     cdef readonly tuple rfiducial
 *     cdef readonly tuple odim             # <<<<<<<<<<<<<<
 *     cdef readonly int mdim
 *     cdef readonly int oversampling
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_4odim_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_4odim_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4odim___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4odim___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->odim);
  __pyx_r = __pyx_v_self->odim;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":48
 *     cdef readonly tuple rfiducial
 *     cdef readonly tuple odim
 *     cdef readonly int mdim             # <<<<<<<<<<<<<<
 *     cdef readonly int oversampling
 *     cdef readonly float n_bulge
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_4mdim_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_4mdim_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4mdim___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4mdim___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__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__", 1);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->mdim); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 48, __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("lensmc.galaxy_model.WorkingArrays.mdim.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":49
 *     cdef readonly tuple odim
 *     cdef readonly int mdim
 *     cdef readonly int oversampling             # <<<<<<<<<<<<<<
 *     cdef readonly float n_bulge
 *     cdef readonly float n_disc
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12oversampling_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12oversampling_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12oversampling___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12oversampling___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__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__", 1);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->oversampling); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 49, __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("lensmc.galaxy_model.WorkingArrays.oversampling.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":50
 *     cdef readonly int mdim
 *     cdef readonly int oversampling
 *     cdef readonly float n_bulge             # <<<<<<<<<<<<<<
 *     cdef readonly float n_disc
 *     cdef readonly tuple bulge_ht
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_7n_bulge_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_7n_bulge_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_7n_bulge___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_7n_bulge___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__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__", 1);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->n_bulge); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 50, __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("lensmc.galaxy_model.WorkingArrays.n_bulge.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":51
 *     cdef readonly int oversampling
 *     cdef readonly float n_bulge
 *     cdef readonly float n_disc             # <<<<<<<<<<<<<<
 *     cdef readonly tuple bulge_ht
 *     cdef readonly tuple disc_ht
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_6n_disc_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_6n_disc_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_6n_disc___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_6n_disc___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__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__", 1);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyFloat_FromDouble(__pyx_v_self->n_disc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 51, __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("lensmc.galaxy_model.WorkingArrays.n_disc.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":52
 *     cdef readonly float n_bulge
 *     cdef readonly float n_disc
 *     cdef readonly tuple bulge_ht             # <<<<<<<<<<<<<<
 *     cdef readonly tuple disc_ht
 *     cdef readonly tuple dsmodel_plan
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_8bulge_ht_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_8bulge_ht_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_8bulge_ht___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_8bulge_ht___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->bulge_ht);
  __pyx_r = __pyx_v_self->bulge_ht;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":53
 *     cdef readonly float n_disc
 *     cdef readonly tuple bulge_ht
 *     cdef readonly tuple disc_ht             # <<<<<<<<<<<<<<
 *     cdef readonly tuple dsmodel_plan
 *     cdef readonly object resampled_model_ft
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_7disc_ht_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_7disc_ht_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_7disc_ht___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_7disc_ht___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->disc_ht);
  __pyx_r = __pyx_v_self->disc_ht;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":54
 *     cdef readonly tuple bulge_ht
 *     cdef readonly tuple disc_ht
 *     cdef readonly tuple dsmodel_plan             # <<<<<<<<<<<<<<
 *     cdef readonly object resampled_model_ft
 *     cdef readonly object xshift_ft
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12dsmodel_plan_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12dsmodel_plan_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12dsmodel_plan___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12dsmodel_plan___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->dsmodel_plan);
  __pyx_r = __pyx_v_self->dsmodel_plan;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":55
 *     cdef readonly tuple disc_ht
 *     cdef readonly tuple dsmodel_plan
 *     cdef readonly object resampled_model_ft             # <<<<<<<<<<<<<<
 *     cdef readonly object xshift_ft
 *     cdef readonly object yshift_ft
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_18resampled_model_ft_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_18resampled_model_ft_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_18resampled_model_ft___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_18resampled_model_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->resampled_model_ft);
  __pyx_r = __pyx_v_self->resampled_model_ft;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":56
 *     cdef readonly tuple dsmodel_plan
 *     cdef readonly object resampled_model_ft
 *     cdef readonly object xshift_ft             # <<<<<<<<<<<<<<
 *     cdef readonly object yshift_ft
 *     cdef readonly tuple convmodel_ft
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9xshift_ft_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9xshift_ft_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9xshift_ft___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9xshift_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->xshift_ft);
  __pyx_r = __pyx_v_self->xshift_ft;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":57
 *     cdef readonly object resampled_model_ft
 *     cdef readonly object xshift_ft
 *     cdef readonly object yshift_ft             # <<<<<<<<<<<<<<
 *     cdef readonly tuple convmodel_ft
 *     cdef readonly int oo
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9yshift_ft_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9yshift_ft_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9yshift_ft___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_9yshift_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->yshift_ft);
  __pyx_r = __pyx_v_self->yshift_ft;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":58
 *     cdef readonly object xshift_ft
 *     cdef readonly object yshift_ft
 *     cdef readonly tuple convmodel_ft             # <<<<<<<<<<<<<<
 *     cdef readonly int oo
 *     cdef readonly int rr
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12convmodel_ft_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12convmodel_ft_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12convmodel_ft___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_12convmodel_ft___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 1);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->convmodel_ft);
  __pyx_r = __pyx_v_self->convmodel_ft;
  goto __pyx_L0;

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

/* "lensmc/src/cython/galaxy_model.pyx":59
 *     cdef readonly object yshift_ft
 *     cdef readonly tuple convmodel_ft
 *     cdef readonly int oo             # <<<<<<<<<<<<<<
 *     cdef readonly int rr
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_2oo_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_2oo_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2oo___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2oo___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__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__", 1);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->oo); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 59, __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("lensmc.galaxy_model.WorkingArrays.oo.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":60
 *     cdef readonly tuple convmodel_ft
 *     cdef readonly int oo
 *     cdef readonly int rr             # <<<<<<<<<<<<<<
 * 
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_2rr_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_2rr_1__get__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2rr___get__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2rr___get__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__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__", 1);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->rr); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 60, __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("lensmc.galaxy_model.WorkingArrays.rr.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     cdef tuple state
 *     cdef object _dict
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_3__reduce_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_13WorkingArrays_3__reduce_cython__ = {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_3__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_3__reduce_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce_cython__ (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  if (unlikely(__pyx_nargs > 0)) {
    __Pyx_RaiseArgtupleInvalid("__reduce_cython__", 1, 0, 0, __pyx_nargs); return NULL;}
  if (unlikely(__pyx_kwds) && __Pyx_NumKwargs_FASTCALL(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__reduce_cython__", 0))) return NULL;
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2__reduce_cython__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self));

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

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_2__reduce_cython__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self) {
  PyObject *__pyx_v_state = 0;
  PyObject *__pyx_v__dict = 0;
  int __pyx_v_use_setstate;
  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;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce_cython__", 1);

  /* "(tree fragment)":5
 *     cdef object _dict
 *     cdef bint use_setstate
 *     state = (self.bulge_ht, self.convmodel_ft, self.disc_ht, self.dsmodel_plan, self.mdim, self.n_bulge, self.n_disc, self.odim, self.oo, self.oversampling, self.resampled_model_ft, self.rfiducial, self.rr, self.xshift_ft, self.yshift_ft)             # <<<<<<<<<<<<<<
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->mdim); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyFloat_FromDouble(__pyx_v_self->n_bulge); if (unlikely(!__pyx_t_2)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_self->n_disc); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_self->oo); if (unlikely(!__pyx_t_4)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_self->oversampling); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyInt_From_int(__pyx_v_self->rr); if (unlikely(!__pyx_t_6)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = PyTuple_New(15); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_INCREF(__pyx_v_self->bulge_ht);
  __Pyx_GIVEREF(__pyx_v_self->bulge_ht);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_v_self->bulge_ht)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->convmodel_ft);
  __Pyx_GIVEREF(__pyx_v_self->convmodel_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_v_self->convmodel_ft)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->disc_ht);
  __Pyx_GIVEREF(__pyx_v_self->disc_ht);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 2, __pyx_v_self->disc_ht)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->dsmodel_plan);
  __Pyx_GIVEREF(__pyx_v_self->dsmodel_plan);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 3, __pyx_v_self->dsmodel_plan)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 4, __pyx_t_1)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_2);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 5, __pyx_t_2)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_3);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 6, __pyx_t_3)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->odim);
  __Pyx_GIVEREF(__pyx_v_self->odim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 7, __pyx_v_self->odim)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_4);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 8, __pyx_t_4)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_5);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 9, __pyx_t_5)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->resampled_model_ft);
  __Pyx_GIVEREF(__pyx_v_self->resampled_model_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 10, __pyx_v_self->resampled_model_ft)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->rfiducial);
  __Pyx_GIVEREF(__pyx_v_self->rfiducial);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 11, __pyx_v_self->rfiducial)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_6);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 12, __pyx_t_6)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->xshift_ft);
  __Pyx_GIVEREF(__pyx_v_self->xshift_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 13, __pyx_v_self->xshift_ft)) __PYX_ERR(2, 5, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_self->yshift_ft);
  __Pyx_GIVEREF(__pyx_v_self->yshift_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 14, __pyx_v_self->yshift_ft)) __PYX_ERR(2, 5, __pyx_L1_error);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;
  __pyx_t_4 = 0;
  __pyx_t_5 = 0;
  __pyx_t_6 = 0;
  __pyx_v_state = ((PyObject*)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "(tree fragment)":6
 *     cdef bint use_setstate
 *     state = (self.bulge_ht, self.convmodel_ft, self.disc_ht, self.dsmodel_plan, self.mdim, self.n_bulge, self.n_disc, self.odim, self.oo, self.oversampling, self.resampled_model_ft, self.rfiducial, self.rr, self.xshift_ft, self.yshift_ft)
 *     _dict = getattr(self, '__dict__', None)             # <<<<<<<<<<<<<<
 *     if _dict is not None:
 *         state += (_dict,)
 */
  __pyx_t_7 = __Pyx_GetAttr3(((PyObject *)__pyx_v_self), __pyx_n_s_dict, Py_None); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 6, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_v__dict = __pyx_t_7;
  __pyx_t_7 = 0;

  /* "(tree fragment)":7
 *     state = (self.bulge_ht, self.convmodel_ft, self.disc_ht, self.dsmodel_plan, self.mdim, self.n_bulge, self.n_disc, self.odim, self.oo, self.oversampling, self.resampled_model_ft, self.rfiducial, self.rr, self.xshift_ft, self.yshift_ft)
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:             # <<<<<<<<<<<<<<
 *         state += (_dict,)
 *         use_setstate = True
 */
  __pyx_t_8 = (__pyx_v__dict != Py_None);
  if (__pyx_t_8) {

    /* "(tree fragment)":8
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:
 *         state += (_dict,)             # <<<<<<<<<<<<<<
 *         use_setstate = True
 *     else:
 */
    __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 8, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_INCREF(__pyx_v__dict);
    __Pyx_GIVEREF(__pyx_v__dict);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_v__dict)) __PYX_ERR(2, 8, __pyx_L1_error);
    __pyx_t_6 = PyNumber_InPlaceAdd(__pyx_v_state, __pyx_t_7); if (unlikely(!__pyx_t_6)) __PYX_ERR(2, 8, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF_SET(__pyx_v_state, ((PyObject*)__pyx_t_6));
    __pyx_t_6 = 0;

    /* "(tree fragment)":9
 *     if _dict is not None:
 *         state += (_dict,)
 *         use_setstate = True             # <<<<<<<<<<<<<<
 *     else:
 *         use_setstate = self.bulge_ht is not None or self.convmodel_ft is not None or self.disc_ht is not None or self.dsmodel_plan is not None or self.odim is not None or self.resampled_model_ft is not None or self.rfiducial is not None or self.xshift_ft is not None or self.yshift_ft is not None
 */
    __pyx_v_use_setstate = 1;

    /* "(tree fragment)":7
 *     state = (self.bulge_ht, self.convmodel_ft, self.disc_ht, self.dsmodel_plan, self.mdim, self.n_bulge, self.n_disc, self.odim, self.oo, self.oversampling, self.resampled_model_ft, self.rfiducial, self.rr, self.xshift_ft, self.yshift_ft)
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:             # <<<<<<<<<<<<<<
 *         state += (_dict,)
 *         use_setstate = True
 */
    goto __pyx_L3;
  }

  /* "(tree fragment)":11
 *         use_setstate = True
 *     else:
 *         use_setstate = self.bulge_ht is not None or self.convmodel_ft is not None or self.disc_ht is not None or self.dsmodel_plan is not None or self.odim is not None or self.resampled_model_ft is not None or self.rfiducial is not None or self.xshift_ft is not None or self.yshift_ft is not None             # <<<<<<<<<<<<<<
 *     if use_setstate:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, None), state
 */
  /*else*/ {
    __pyx_t_9 = (__pyx_v_self->bulge_ht != ((PyObject*)Py_None));
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->convmodel_ft != ((PyObject*)Py_None));
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->disc_ht != ((PyObject*)Py_None));
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->dsmodel_plan != ((PyObject*)Py_None));
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->odim != ((PyObject*)Py_None));
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->resampled_model_ft != Py_None);
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->rfiducial != ((PyObject*)Py_None));
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->xshift_ft != Py_None);
    if (!__pyx_t_9) {
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_9 = (__pyx_v_self->yshift_ft != Py_None);
    __pyx_t_8 = __pyx_t_9;
    __pyx_L4_bool_binop_done:;
    __pyx_v_use_setstate = __pyx_t_8;
  }
  __pyx_L3:;

  /* "(tree fragment)":12
 *     else:
 *         use_setstate = self.bulge_ht is not None or self.convmodel_ft is not None or self.disc_ht is not None or self.dsmodel_plan is not None or self.odim is not None or self.resampled_model_ft is not None or self.rfiducial is not None or self.xshift_ft is not None or self.yshift_ft is not None
 *     if use_setstate:             # <<<<<<<<<<<<<<
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, None), state
 *     else:
 */
  if (__pyx_v_use_setstate) {

    /* "(tree fragment)":13
 *         use_setstate = self.bulge_ht is not None or self.convmodel_ft is not None or self.disc_ht is not None or self.dsmodel_plan is not None or self.odim is not None or self.resampled_model_ft is not None or self.rfiducial is not None or self.xshift_ft is not None or self.yshift_ft is not None
 *     if use_setstate:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, None), state             # <<<<<<<<<<<<<<
 *     else:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_pyx_unpickle_WorkingArrays); if (unlikely(!__pyx_t_6)) __PYX_ERR(2, 13, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = PyTuple_New(3); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 13, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_INCREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    __Pyx_GIVEREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))))) __PYX_ERR(2, 13, __pyx_L1_error);
    __Pyx_INCREF(__pyx_int_44691943);
    __Pyx_GIVEREF(__pyx_int_44691943);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_int_44691943)) __PYX_ERR(2, 13, __pyx_L1_error);
    __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(Py_None);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 2, Py_None)) __PYX_ERR(2, 13, __pyx_L1_error);
    __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 13, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_6);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_6)) __PYX_ERR(2, 13, __pyx_L1_error);
    __Pyx_GIVEREF(__pyx_t_7);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_7)) __PYX_ERR(2, 13, __pyx_L1_error);
    __Pyx_INCREF(__pyx_v_state);
    __Pyx_GIVEREF(__pyx_v_state);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_v_state)) __PYX_ERR(2, 13, __pyx_L1_error);
    __pyx_t_6 = 0;
    __pyx_t_7 = 0;
    __pyx_r = __pyx_t_5;
    __pyx_t_5 = 0;
    goto __pyx_L0;

    /* "(tree fragment)":12
 *     else:
 *         use_setstate = self.bulge_ht is not None or self.convmodel_ft is not None or self.disc_ht is not None or self.dsmodel_plan is not None or self.odim is not None or self.resampled_model_ft is not None or self.rfiducial is not None or self.xshift_ft is not None or self.yshift_ft is not None
 *     if use_setstate:             # <<<<<<<<<<<<<<
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, None), state
 *     else:
 */
  }

  /* "(tree fragment)":15
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, None), state
 *     else:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     __pyx_unpickle_WorkingArrays__set_state(self, __pyx_state)
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_pyx_unpickle_WorkingArrays); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 15, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_7 = PyTuple_New(3); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 15, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_INCREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    __Pyx_GIVEREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))))) __PYX_ERR(2, 15, __pyx_L1_error);
    __Pyx_INCREF(__pyx_int_44691943);
    __Pyx_GIVEREF(__pyx_int_44691943);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_int_44691943)) __PYX_ERR(2, 15, __pyx_L1_error);
    __Pyx_INCREF(__pyx_v_state);
    __Pyx_GIVEREF(__pyx_v_state);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 2, __pyx_v_state)) __PYX_ERR(2, 15, __pyx_L1_error);
    __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) __PYX_ERR(2, 15, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_5);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5)) __PYX_ERR(2, 15, __pyx_L1_error);
    __Pyx_GIVEREF(__pyx_t_7);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_7)) __PYX_ERR(2, 15, __pyx_L1_error);
    __pyx_t_5 = 0;
    __pyx_t_7 = 0;
    __pyx_r = __pyx_t_6;
    __pyx_t_6 = 0;
    goto __pyx_L0;
  }

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     cdef tuple state
 *     cdef object _dict
 */

  /* 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_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("lensmc.galaxy_model.WorkingArrays.__reduce_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_state);
  __Pyx_XDECREF(__pyx_v__dict);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":16
 *     else:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_unpickle_WorkingArrays__set_state(self, __pyx_state)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_5__setstate_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_13WorkingArrays_5__setstate_cython__ = {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_5__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_5__setstate_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v___pyx_state = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[1] = {0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setstate_cython__ (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_pyx_state,0};
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_pyx_state)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[0]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(2, 16, __pyx_L3_error)
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "__setstate_cython__") < 0)) __PYX_ERR(2, 16, __pyx_L3_error)
      }
    } else if (unlikely(__pyx_nargs != 1)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
    }
    __pyx_v___pyx_state = values[0];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__setstate_cython__", 1, 1, 1, __pyx_nargs); __PYX_ERR(2, 16, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.WorkingArrays.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4__setstate_cython__(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v_self), __pyx_v___pyx_state);

  /* function exit code */
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6lensmc_12galaxy_model_13WorkingArrays_4__setstate_cython__(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_self, PyObject *__pyx_v___pyx_state) {
  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("__setstate_cython__", 1);

  /* "(tree fragment)":17
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)
 * def __setstate_cython__(self, __pyx_state):
 *     __pyx_unpickle_WorkingArrays__set_state(self, __pyx_state)             # <<<<<<<<<<<<<<
 */
  if (!(likely(PyTuple_CheckExact(__pyx_v___pyx_state))||((__pyx_v___pyx_state) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_v___pyx_state))) __PYX_ERR(2, 17, __pyx_L1_error)
  __pyx_t_1 = __pyx_f_6lensmc_12galaxy_model___pyx_unpickle_WorkingArrays__set_state(__pyx_v_self, ((PyObject*)__pyx_v___pyx_state)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 17, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "(tree fragment)":16
 *     else:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_unpickle_WorkingArrays__set_state(self, __pyx_state)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("lensmc.galaxy_model.WorkingArrays.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":87
 * 
 * 
 * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
 * @cython.wraparound(False)
 * def generate_model(double e1, double e2, double s, double delta_x, double delta_y, tuple model_ht,
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_1generate_model(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_6lensmc_12galaxy_model_generate_model, "\n    Fast galaxy model generation function - wrapper of C source file.\n    This wrapper function chooses between different input galaxy sizes, and between different output array sizes\n    depending on the required galaxy size. It is fast as all arrays are pre-allocated in the outer scope.\n    ");
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_1generate_model = {"generate_model", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_1generate_model, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_6lensmc_12galaxy_model_generate_model};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_1generate_model(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  double __pyx_v_e1;
  double __pyx_v_e2;
  double __pyx_v_s;
  double __pyx_v_delta_x;
  double __pyx_v_delta_y;
  PyObject *__pyx_v_model_ht = 0;
  PyObject *__pyx_v_psf_ft = 0;
  struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_working_arrays = 0;
  PyArrayObject *__pyx_v_astrometric_distortion = 0;
  double __pyx_v_x_offset;
  double __pyx_v_y_offset;
  double __pyx_v_pixel_scale;
  int __pyx_v_semimajor;
  int __pyx_v_psf_centring;
  int __pyx_v_do_hankel_resample;
  int __pyx_v_do_choose_model_size;
  unsigned int __pyx_v_odim_min;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[17] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("generate_model (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_e1,&__pyx_n_s_e2,&__pyx_n_s_s,&__pyx_n_s_delta_x,&__pyx_n_s_delta_y,&__pyx_n_s_model_ht,&__pyx_n_s_psf_ft,&__pyx_n_s_working_arrays,&__pyx_n_s_astrometric_distortion,&__pyx_n_s_x_offset,&__pyx_n_s_y_offset,&__pyx_n_s_pixel_scale,&__pyx_n_s_semimajor,&__pyx_n_s_psf_centring,&__pyx_n_s_do_hankel_resample,&__pyx_n_s_do_choose_model_size,&__pyx_n_s_odim_min,0};

    /* "lensmc/src/cython/galaxy_model.pyx":91
 * def generate_model(double e1, double e2, double s, double delta_x, double delta_y, tuple model_ht,
 *                    tuple psf_ft, WorkingArrays working_arrays,
 *                    np.ndarray[np.float64_t, ndim=2, mode="c"] astrometric_distortion=None,             # <<<<<<<<<<<<<<
 *                    double x_offset=0., double y_offset=0.,
 *                    double pixel_scale=1.,
 */
    values[8] = __Pyx_Arg_NewRef_FASTCALL((PyObject *)((PyArrayObject *)Py_None));
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case 17: values[16] = __Pyx_Arg_FASTCALL(__pyx_args, 16);
        CYTHON_FALLTHROUGH;
        case 16: values[15] = __Pyx_Arg_FASTCALL(__pyx_args, 15);
        CYTHON_FALLTHROUGH;
        case 15: values[14] = __Pyx_Arg_FASTCALL(__pyx_args, 14);
        CYTHON_FALLTHROUGH;
        case 14: values[13] = __Pyx_Arg_FASTCALL(__pyx_args, 13);
        CYTHON_FALLTHROUGH;
        case 13: values[12] = __Pyx_Arg_FASTCALL(__pyx_args, 12);
        CYTHON_FALLTHROUGH;
        case 12: values[11] = __Pyx_Arg_FASTCALL(__pyx_args, 11);
        CYTHON_FALLTHROUGH;
        case 11: values[10] = __Pyx_Arg_FASTCALL(__pyx_args, 10);
        CYTHON_FALLTHROUGH;
        case 10: values[9] = __Pyx_Arg_FASTCALL(__pyx_args, 9);
        CYTHON_FALLTHROUGH;
        case  9: values[8] = __Pyx_Arg_FASTCALL(__pyx_args, 8);
        CYTHON_FALLTHROUGH;
        case  8: values[7] = __Pyx_Arg_FASTCALL(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = __Pyx_Arg_FASTCALL(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = __Pyx_Arg_FASTCALL(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = __Pyx_Arg_FASTCALL(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = __Pyx_Arg_FASTCALL(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_e1)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[0]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_e2)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[1]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 1); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (likely((values[2] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_s)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[2]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 2); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  3:
        if (likely((values[3] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_delta_x)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[3]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 3); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  4:
        if (likely((values[4] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_delta_y)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[4]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 4); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  5:
        if (likely((values[5] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_model_ht)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[5]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 5); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  6:
        if (likely((values[6] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_psf_ft)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[6]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 6); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  7:
        if (likely((values[7] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_working_arrays)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[7]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, 7); __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  8:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_astrometric_distortion);
          if (value) { values[8] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  9:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_x_offset);
          if (value) { values[9] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 10:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_y_offset);
          if (value) { values[10] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 11:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_pixel_scale);
          if (value) { values[11] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 12:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_semimajor);
          if (value) { values[12] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 13:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_psf_centring);
          if (value) { values[13] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 14:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_do_hankel_resample);
          if (value) { values[14] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 15:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_do_choose_model_size);
          if (value) { values[15] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case 16:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_odim_min);
          if (value) { values[16] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "generate_model") < 0)) __PYX_ERR(0, 87, __pyx_L3_error)
      }
    } else {
      switch (__pyx_nargs) {
        case 17: values[16] = __Pyx_Arg_FASTCALL(__pyx_args, 16);
        CYTHON_FALLTHROUGH;
        case 16: values[15] = __Pyx_Arg_FASTCALL(__pyx_args, 15);
        CYTHON_FALLTHROUGH;
        case 15: values[14] = __Pyx_Arg_FASTCALL(__pyx_args, 14);
        CYTHON_FALLTHROUGH;
        case 14: values[13] = __Pyx_Arg_FASTCALL(__pyx_args, 13);
        CYTHON_FALLTHROUGH;
        case 13: values[12] = __Pyx_Arg_FASTCALL(__pyx_args, 12);
        CYTHON_FALLTHROUGH;
        case 12: values[11] = __Pyx_Arg_FASTCALL(__pyx_args, 11);
        CYTHON_FALLTHROUGH;
        case 11: values[10] = __Pyx_Arg_FASTCALL(__pyx_args, 10);
        CYTHON_FALLTHROUGH;
        case 10: values[9] = __Pyx_Arg_FASTCALL(__pyx_args, 9);
        CYTHON_FALLTHROUGH;
        case  9: values[8] = __Pyx_Arg_FASTCALL(__pyx_args, 8);
        CYTHON_FALLTHROUGH;
        case  8: values[7] = __Pyx_Arg_FASTCALL(__pyx_args, 7);
        values[6] = __Pyx_Arg_FASTCALL(__pyx_args, 6);
        values[5] = __Pyx_Arg_FASTCALL(__pyx_args, 5);
        values[4] = __Pyx_Arg_FASTCALL(__pyx_args, 4);
        values[3] = __Pyx_Arg_FASTCALL(__pyx_args, 3);
        values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_e1 = __pyx_PyFloat_AsDouble(values[0]); if (unlikely((__pyx_v_e1 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 89, __pyx_L3_error)
    __pyx_v_e2 = __pyx_PyFloat_AsDouble(values[1]); if (unlikely((__pyx_v_e2 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 89, __pyx_L3_error)
    __pyx_v_s = __pyx_PyFloat_AsDouble(values[2]); if (unlikely((__pyx_v_s == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 89, __pyx_L3_error)
    __pyx_v_delta_x = __pyx_PyFloat_AsDouble(values[3]); if (unlikely((__pyx_v_delta_x == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 89, __pyx_L3_error)
    __pyx_v_delta_y = __pyx_PyFloat_AsDouble(values[4]); if (unlikely((__pyx_v_delta_y == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 89, __pyx_L3_error)
    __pyx_v_model_ht = ((PyObject*)values[5]);
    __pyx_v_psf_ft = ((PyObject*)values[6]);
    __pyx_v_working_arrays = ((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)values[7]);
    __pyx_v_astrometric_distortion = ((PyArrayObject *)values[8]);
    if (values[9]) {
      __pyx_v_x_offset = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_x_offset == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 92, __pyx_L3_error)
    } else {
      __pyx_v_x_offset = ((double)((double)0.));
    }
    if (values[10]) {
      __pyx_v_y_offset = __pyx_PyFloat_AsDouble(values[10]); if (unlikely((__pyx_v_y_offset == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 92, __pyx_L3_error)
    } else {
      __pyx_v_y_offset = ((double)((double)0.));
    }
    if (values[11]) {
      __pyx_v_pixel_scale = __pyx_PyFloat_AsDouble(values[11]); if (unlikely((__pyx_v_pixel_scale == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 93, __pyx_L3_error)
    } else {
      __pyx_v_pixel_scale = ((double)((double)1.));
    }
    if (values[12]) {
      __pyx_v_semimajor = __Pyx_PyObject_IsTrue(values[12]); if (unlikely((__pyx_v_semimajor == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 94, __pyx_L3_error)
    } else {
      __pyx_v_semimajor = ((int)((int)1));
    }
    if (values[13]) {
      __pyx_v_psf_centring = __Pyx_PyObject_IsTrue(values[13]); if (unlikely((__pyx_v_psf_centring == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 94, __pyx_L3_error)
    } else {
      __pyx_v_psf_centring = ((int)((int)0));
    }
    if (values[14]) {
      __pyx_v_do_hankel_resample = __Pyx_PyObject_IsTrue(values[14]); if (unlikely((__pyx_v_do_hankel_resample == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 95, __pyx_L3_error)
    } else {

      /* "lensmc/src/cython/galaxy_model.pyx":95
 *                    double pixel_scale=1.,
 *                    bint semimajor=1, bint psf_centring=0,
 *                    bint do_hankel_resample=True, bint do_choose_model_size=True, unsigned int odim_min=32):             # <<<<<<<<<<<<<<
 *     """
 *     Fast galaxy model generation function - wrapper of C source file.
 */
      __pyx_v_do_hankel_resample = ((int)((int)1));
    }
    if (values[15]) {
      __pyx_v_do_choose_model_size = __Pyx_PyObject_IsTrue(values[15]); if (unlikely((__pyx_v_do_choose_model_size == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 95, __pyx_L3_error)
    } else {
      __pyx_v_do_choose_model_size = ((int)((int)1));
    }
    if (values[16]) {
      __pyx_v_odim_min = __Pyx_PyInt_As_unsigned_int(values[16]); if (unlikely((__pyx_v_odim_min == (unsigned int)-1) && PyErr_Occurred())) __PYX_ERR(0, 95, __pyx_L3_error)
    } else {
      __pyx_v_odim_min = ((unsigned int)((unsigned int)32));
    }
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("generate_model", 0, 8, 17, __pyx_nargs); __PYX_ERR(0, 87, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_model", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_model_ht), (&PyTuple_Type), 1, "model_ht", 1))) __PYX_ERR(0, 89, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_psf_ft), (&PyTuple_Type), 1, "psf_ft", 1))) __PYX_ERR(0, 90, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_working_arrays), __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays, 1, "working_arrays", 0))) __PYX_ERR(0, 90, __pyx_L1_error)
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_astrometric_distortion), __pyx_ptype_5numpy_ndarray, 1, "astrometric_distortion", 0))) __PYX_ERR(0, 91, __pyx_L1_error)
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_generate_model(__pyx_self, __pyx_v_e1, __pyx_v_e2, __pyx_v_s, __pyx_v_delta_x, __pyx_v_delta_y, __pyx_v_model_ht, __pyx_v_psf_ft, __pyx_v_working_arrays, __pyx_v_astrometric_distortion, __pyx_v_x_offset, __pyx_v_y_offset, __pyx_v_pixel_scale, __pyx_v_semimajor, __pyx_v_psf_centring, __pyx_v_do_hankel_resample, __pyx_v_do_choose_model_size, __pyx_v_odim_min);

  /* "lensmc/src/cython/galaxy_model.pyx":87
 * 
 * 
 * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
 * @cython.wraparound(False)
 * def generate_model(double e1, double e2, double s, double delta_x, double delta_y, tuple model_ht,
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6lensmc_12galaxy_model_generate_model(CYTHON_UNUSED PyObject *__pyx_self, double __pyx_v_e1, double __pyx_v_e2, double __pyx_v_s, double __pyx_v_delta_x, double __pyx_v_delta_y, PyObject *__pyx_v_model_ht, PyObject *__pyx_v_psf_ft, struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_working_arrays, PyArrayObject *__pyx_v_astrometric_distortion, double __pyx_v_x_offset, double __pyx_v_y_offset, double __pyx_v_pixel_scale, int __pyx_v_semimajor, int __pyx_v_psf_centring, int __pyx_v_do_hankel_resample, int __pyx_v_do_choose_model_size, unsigned int __pyx_v_odim_min) {
  PyObject *__pyx_v_rfiducial = 0;
  PyObject *__pyx_v_odim = 0;
  int __pyx_v_mdim;
  int __pyx_v_oversampling;
  PyObject *__pyx_v_dsmodel_plan = 0;
  double __pyx_v_s_pix;
  PyObject *__pyx_v_s_cutoff_by_s_pix = NULL;
  PyObject *__pyx_v_ii = NULL;
  PyObject *__pyx_v_oo = NULL;
  PyObject *__pyx_v_sqrt2_by_s_pix = NULL;
  PyObject *__pyx_v_rr = NULL;
  PyObject *__pyx_v_delta_max = NULL;
  PyArrayObject *__pyx_v_model_ht_at_r = 0;
  PyArrayObject *__pyx_v_resampledmodel_ft = 0;
  PyArrayObject *__pyx_v_psf_ft_at_o = 0;
  PyArrayObject *__pyx_v_xshift_ft = 0;
  PyArrayObject *__pyx_v_yshift_ft = 0;
  PyArrayObject *__pyx_v_convmodel_ft = 0;
  PyArrayObject *__pyx_v_dsmodel_ft = 0;
  PyObject *__pyx_v_model = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_astrometric_distortion;
  __Pyx_Buffer __pyx_pybuffer_astrometric_distortion;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_convmodel_ft;
  __Pyx_Buffer __pyx_pybuffer_convmodel_ft;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_dsmodel_ft;
  __Pyx_Buffer __pyx_pybuffer_dsmodel_ft;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_model_ht_at_r;
  __Pyx_Buffer __pyx_pybuffer_model_ht_at_r;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_psf_ft_at_o;
  __Pyx_Buffer __pyx_pybuffer_psf_ft_at_o;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_resampledmodel_ft;
  __Pyx_Buffer __pyx_pybuffer_resampledmodel_ft;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_xshift_ft;
  __Pyx_Buffer __pyx_pybuffer_xshift_ft;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_yshift_ft;
  __Pyx_Buffer __pyx_pybuffer_yshift_ft;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyArrayObject *__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 = NULL;
  double __pyx_t_10;
  double __pyx_t_11;
  double __pyx_t_12;
  unsigned int __pyx_t_13;
  PyObject *__pyx_t_14 = NULL;
  Py_ssize_t __pyx_t_15;
  PyObject *(*__pyx_t_16)(PyObject *);
  PyArrayObject *__pyx_t_17 = NULL;
  PyArrayObject *__pyx_t_18 = NULL;
  PyArrayObject *__pyx_t_19 = NULL;
  PyArrayObject *__pyx_t_20 = NULL;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  Py_ssize_t __pyx_t_23;
  Py_ssize_t __pyx_t_24;
  Py_ssize_t __pyx_t_25;
  Py_ssize_t __pyx_t_26;
  Py_ssize_t __pyx_t_27;
  Py_ssize_t __pyx_t_28;
  Py_ssize_t __pyx_t_29;
  Py_ssize_t __pyx_t_30;
  Py_ssize_t __pyx_t_31;
  Py_ssize_t __pyx_t_32;
  Py_ssize_t __pyx_t_33;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("generate_model", 0);
  __Pyx_INCREF((PyObject *)__pyx_v_astrometric_distortion);
  __pyx_pybuffer_model_ht_at_r.pybuffer.buf = NULL;
  __pyx_pybuffer_model_ht_at_r.refcount = 0;
  __pyx_pybuffernd_model_ht_at_r.data = NULL;
  __pyx_pybuffernd_model_ht_at_r.rcbuffer = &__pyx_pybuffer_model_ht_at_r;
  __pyx_pybuffer_resampledmodel_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_resampledmodel_ft.refcount = 0;
  __pyx_pybuffernd_resampledmodel_ft.data = NULL;
  __pyx_pybuffernd_resampledmodel_ft.rcbuffer = &__pyx_pybuffer_resampledmodel_ft;
  __pyx_pybuffer_psf_ft_at_o.pybuffer.buf = NULL;
  __pyx_pybuffer_psf_ft_at_o.refcount = 0;
  __pyx_pybuffernd_psf_ft_at_o.data = NULL;
  __pyx_pybuffernd_psf_ft_at_o.rcbuffer = &__pyx_pybuffer_psf_ft_at_o;
  __pyx_pybuffer_xshift_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_xshift_ft.refcount = 0;
  __pyx_pybuffernd_xshift_ft.data = NULL;
  __pyx_pybuffernd_xshift_ft.rcbuffer = &__pyx_pybuffer_xshift_ft;
  __pyx_pybuffer_yshift_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_yshift_ft.refcount = 0;
  __pyx_pybuffernd_yshift_ft.data = NULL;
  __pyx_pybuffernd_yshift_ft.rcbuffer = &__pyx_pybuffer_yshift_ft;
  __pyx_pybuffer_convmodel_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_convmodel_ft.refcount = 0;
  __pyx_pybuffernd_convmodel_ft.data = NULL;
  __pyx_pybuffernd_convmodel_ft.rcbuffer = &__pyx_pybuffer_convmodel_ft;
  __pyx_pybuffer_dsmodel_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_dsmodel_ft.refcount = 0;
  __pyx_pybuffernd_dsmodel_ft.data = NULL;
  __pyx_pybuffernd_dsmodel_ft.rcbuffer = &__pyx_pybuffer_dsmodel_ft;
  __pyx_pybuffer_astrometric_distortion.pybuffer.buf = NULL;
  __pyx_pybuffer_astrometric_distortion.refcount = 0;
  __pyx_pybuffernd_astrometric_distortion.data = NULL;
  __pyx_pybuffernd_astrometric_distortion.rcbuffer = &__pyx_pybuffer_astrometric_distortion;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer, (PyObject*)__pyx_v_astrometric_distortion, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 87, __pyx_L1_error)
  }
  __pyx_pybuffernd_astrometric_distortion.diminfo[0].strides = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_astrometric_distortion.diminfo[0].shape = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_astrometric_distortion.diminfo[1].strides = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_astrometric_distortion.diminfo[1].shape = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.shape[1];

  /* "lensmc/src/cython/galaxy_model.pyx":103
 * 
 *     # extract working arrays
 *     cdef tuple rfiducial = working_arrays.rfiducial             # <<<<<<<<<<<<<<
 *     cdef tuple odim = working_arrays.odim
 *     cdef int mdim = working_arrays.mdim
 */
  __pyx_t_1 = __pyx_v_working_arrays->rfiducial;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_rfiducial = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":104
 *     # extract working arrays
 *     cdef tuple rfiducial = working_arrays.rfiducial
 *     cdef tuple odim = working_arrays.odim             # <<<<<<<<<<<<<<
 *     cdef int mdim = working_arrays.mdim
 *     cdef int oversampling = working_arrays.oversampling
 */
  __pyx_t_1 = __pyx_v_working_arrays->odim;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_odim = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":105
 *     cdef tuple rfiducial = working_arrays.rfiducial
 *     cdef tuple odim = working_arrays.odim
 *     cdef int mdim = working_arrays.mdim             # <<<<<<<<<<<<<<
 *     cdef int oversampling = working_arrays.oversampling
 *     cdef tuple dsmodel_plan = working_arrays.dsmodel_plan
 */
  __pyx_t_2 = __pyx_v_working_arrays->mdim;
  __pyx_v_mdim = __pyx_t_2;

  /* "lensmc/src/cython/galaxy_model.pyx":106
 *     cdef tuple odim = working_arrays.odim
 *     cdef int mdim = working_arrays.mdim
 *     cdef int oversampling = working_arrays.oversampling             # <<<<<<<<<<<<<<
 *     cdef tuple dsmodel_plan = working_arrays.dsmodel_plan
 * 
 */
  __pyx_t_2 = __pyx_v_working_arrays->oversampling;
  __pyx_v_oversampling = __pyx_t_2;

  /* "lensmc/src/cython/galaxy_model.pyx":107
 *     cdef int mdim = working_arrays.mdim
 *     cdef int oversampling = working_arrays.oversampling
 *     cdef tuple dsmodel_plan = working_arrays.dsmodel_plan             # <<<<<<<<<<<<<<
 * 
 *     # all input sizes are in units of detector pixels
 */
  __pyx_t_1 = __pyx_v_working_arrays->dsmodel_plan;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_dsmodel_plan = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":111
 *     # all input sizes are in units of detector pixels
 * 
 *     if astrometric_distortion is None:             # <<<<<<<<<<<<<<
 *         astrometric_distortion = eye
 * 
 */
  __pyx_t_3 = (((PyObject *)__pyx_v_astrometric_distortion) == Py_None);
  if (__pyx_t_3) {

    /* "lensmc/src/cython/galaxy_model.pyx":112
 * 
 *     if astrometric_distortion is None:
 *         astrometric_distortion = eye             # <<<<<<<<<<<<<<
 * 
 *     if do_choose_model_size:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_eye); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 112, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 112, __pyx_L1_error)
    __pyx_t_4 = ((PyArrayObject *)__pyx_t_1);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer);
      __pyx_t_2 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer, (PyObject*)__pyx_t_4, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack);
      if (unlikely(__pyx_t_2 < 0)) {
        PyErr_Fetch(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer, (PyObject*)__pyx_v_astrometric_distortion, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_6); Py_XDECREF(__pyx_t_7);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_5, __pyx_t_6, __pyx_t_7);
        }
        __pyx_t_5 = __pyx_t_6 = __pyx_t_7 = 0;
      }
      __pyx_pybuffernd_astrometric_distortion.diminfo[0].strides = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_astrometric_distortion.diminfo[0].shape = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_astrometric_distortion.diminfo[1].strides = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_astrometric_distortion.diminfo[1].shape = __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.shape[1];
      if (unlikely((__pyx_t_2 < 0))) __PYX_ERR(0, 112, __pyx_L1_error)
    }
    __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_astrometric_distortion, ((PyArrayObject *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":111
 *     # all input sizes are in units of detector pixels
 * 
 *     if astrometric_distortion is None:             # <<<<<<<<<<<<<<
 *         astrometric_distortion = eye
 * 
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":114
 *         astrometric_distortion = eye
 * 
 *     if do_choose_model_size:             # <<<<<<<<<<<<<<
 * 
 *         # size in pixels
 */
  if (__pyx_v_do_choose_model_size) {

    /* "lensmc/src/cython/galaxy_model.pyx":117
 * 
 *         # size in pixels
 *         s_pix = s / pixel_scale             # <<<<<<<<<<<<<<
 * 
 *         # to determine the output dimension,
 */
    if (unlikely(__pyx_v_pixel_scale == 0)) {
      PyErr_SetString(PyExc_ZeroDivisionError, "float division");
      __PYX_ERR(0, 117, __pyx_L1_error)
    }
    __pyx_v_s_pix = (__pyx_v_s / __pyx_v_pixel_scale);

    /* "lensmc/src/cython/galaxy_model.pyx":122
 *         # find index of first occurrence of 2*2*4.5 * galsize < odim_templates
 *         # also accounts for any large offset that may have been applied
 *         s_cutoff_by_s_pix = s_cutoff * s_pix             # <<<<<<<<<<<<<<
 *         s_cutoff_by_s_pix += 4 * max(abs(x_offset), abs(y_offset))
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_s_cutoff); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 122, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_8 = PyFloat_FromDouble(__pyx_v_s_pix); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 122, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = PyNumber_Multiply(__pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 122, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_v_s_cutoff_by_s_pix = __pyx_t_9;
    __pyx_t_9 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":123
 *         # also accounts for any large offset that may have been applied
 *         s_cutoff_by_s_pix = s_cutoff * s_pix
 *         s_cutoff_by_s_pix += 4 * max(abs(x_offset), abs(y_offset))             # <<<<<<<<<<<<<<
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)
 *         for ii in range(n_odim):
 */
    __pyx_t_10 = fabs(__pyx_v_y_offset);
    __pyx_t_11 = fabs(__pyx_v_x_offset);
    __pyx_t_3 = (__pyx_t_10 > __pyx_t_11);
    if (__pyx_t_3) {
      __pyx_t_12 = __pyx_t_10;
    } else {
      __pyx_t_12 = __pyx_t_11;
    }
    __pyx_t_9 = PyFloat_FromDouble((4.0 * __pyx_t_12)); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 123, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_s_cutoff_by_s_pix, __pyx_t_9); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 123, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF_SET(__pyx_v_s_cutoff_by_s_pix, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":124
 *         s_cutoff_by_s_pix = s_cutoff * s_pix
 *         s_cutoff_by_s_pix += 4 * max(abs(x_offset), abs(y_offset))
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)             # <<<<<<<<<<<<<<
 *         for ii in range(n_odim):
 *             if odim[ii] >= s_cutoff_by_s_pix:
 */
    __pyx_t_13 = __pyx_v_odim_min;
    __Pyx_INCREF(__pyx_v_s_cutoff_by_s_pix);
    __pyx_t_8 = __pyx_v_s_cutoff_by_s_pix;
    __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_t_13); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 124, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_14 = PyObject_RichCompare(__pyx_t_1, __pyx_t_8, Py_GT); __Pyx_XGOTREF(__pyx_t_14); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 124, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely((__pyx_t_3 < 0))) __PYX_ERR(0, 124, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    if (__pyx_t_3) {
      __pyx_t_14 = __Pyx_PyInt_From_unsigned_int(__pyx_t_13); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 124, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __pyx_t_9 = __pyx_t_14;
      __pyx_t_14 = 0;
    } else {
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __pyx_t_8;
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __pyx_t_9;
    __Pyx_INCREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF_SET(__pyx_v_s_cutoff_by_s_pix, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":125
 *         s_cutoff_by_s_pix += 4 * max(abs(x_offset), abs(y_offset))
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)
 *         for ii in range(n_odim):             # <<<<<<<<<<<<<<
 *             if odim[ii] >= s_cutoff_by_s_pix:
 *                 oo = ii
 */
    __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_n_odim); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 125, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_8); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 125, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (likely(PyList_CheckExact(__pyx_t_9)) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8);
      __pyx_t_15 = 0;
      __pyx_t_16 = NULL;
    } else {
      __pyx_t_15 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 125, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_16 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_8); if (unlikely(!__pyx_t_16)) __PYX_ERR(0, 125, __pyx_L1_error)
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (likely(!__pyx_t_16)) {
        if (likely(PyList_CheckExact(__pyx_t_8))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_8);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 125, __pyx_L1_error)
            #endif
            if (__pyx_t_15 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_15); __Pyx_INCREF(__pyx_t_9); __pyx_t_15++; if (unlikely((0 < 0))) __PYX_ERR(0, 125, __pyx_L1_error)
          #else
          __pyx_t_9 = __Pyx_PySequence_ITEM(__pyx_t_8, __pyx_t_15); __pyx_t_15++; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 125, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          #endif
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_8);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 125, __pyx_L1_error)
            #endif
            if (__pyx_t_15 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_15); __Pyx_INCREF(__pyx_t_9); __pyx_t_15++; if (unlikely((0 < 0))) __PYX_ERR(0, 125, __pyx_L1_error)
          #else
          __pyx_t_9 = __Pyx_PySequence_ITEM(__pyx_t_8, __pyx_t_15); __pyx_t_15++; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 125, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          #endif
        }
      } else {
        __pyx_t_9 = __pyx_t_16(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 125, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_ii, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":126
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)
 *         for ii in range(n_odim):
 *             if odim[ii] >= s_cutoff_by_s_pix:             # <<<<<<<<<<<<<<
 *                 oo = ii
 *                 working_arrays.oo = oo
 */
      if (unlikely(__pyx_v_odim == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 126, __pyx_L1_error)
      }
      __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_ii); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 126, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_14 = PyObject_RichCompare(__pyx_t_9, __pyx_v_s_cutoff_by_s_pix, Py_GE); __Pyx_XGOTREF(__pyx_t_14); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 126, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely((__pyx_t_3 < 0))) __PYX_ERR(0, 126, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      if (__pyx_t_3) {

        /* "lensmc/src/cython/galaxy_model.pyx":127
 *         for ii in range(n_odim):
 *             if odim[ii] >= s_cutoff_by_s_pix:
 *                 oo = ii             # <<<<<<<<<<<<<<
 *                 working_arrays.oo = oo
 *                 break
 */
        __Pyx_INCREF(__pyx_v_ii);
        __pyx_v_oo = __pyx_v_ii;

        /* "lensmc/src/cython/galaxy_model.pyx":128
 *             if odim[ii] >= s_cutoff_by_s_pix:
 *                 oo = ii
 *                 working_arrays.oo = oo             # <<<<<<<<<<<<<<
 *                 break
 *         else:
 */
        __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_v_oo); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 128, __pyx_L1_error)
        __pyx_v_working_arrays->oo = __pyx_t_2;

        /* "lensmc/src/cython/galaxy_model.pyx":129
 *                 oo = ii
 *                 working_arrays.oo = oo
 *                 break             # <<<<<<<<<<<<<<
 *         else:
 *             logger.debug('Galaxy size too big. Increase max dimension of output array.')
 */
        goto __pyx_L6_break;

        /* "lensmc/src/cython/galaxy_model.pyx":126
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)
 *         for ii in range(n_odim):
 *             if odim[ii] >= s_cutoff_by_s_pix:             # <<<<<<<<<<<<<<
 *                 oo = ii
 *                 working_arrays.oo = oo
 */
      }

      /* "lensmc/src/cython/galaxy_model.pyx":125
 *         s_cutoff_by_s_pix += 4 * max(abs(x_offset), abs(y_offset))
 *         s_cutoff_by_s_pix = max(s_cutoff_by_s_pix, odim_min)
 *         for ii in range(n_odim):             # <<<<<<<<<<<<<<
 *             if odim[ii] >= s_cutoff_by_s_pix:
 *                 oo = ii
 */
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    goto __pyx_L8_for_else;
    __pyx_L6_break:;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    goto __pyx_L9_for_end;
    /*else*/ {
      __pyx_L8_for_else:;

      /* "lensmc/src/cython/galaxy_model.pyx":131
 *                 break
 *         else:
 *             logger.debug('Galaxy size too big. Increase max dimension of output array.')             # <<<<<<<<<<<<<<
 *             return failure_array
 * 
 */
      __Pyx_GetModuleGlobalName(__pyx_t_14, __pyx_n_s_logger); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 131, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_14, __pyx_n_s_debug); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 131, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __pyx_t_14 = NULL;
      __pyx_t_2 = 0;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_9))) {
        __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_9);
        if (likely(__pyx_t_14)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
          __Pyx_INCREF(__pyx_t_14);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_9, function);
          __pyx_t_2 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_14, __pyx_kp_u_Galaxy_size_too_big_Increase_max};
        __pyx_t_8 = __Pyx_PyObject_FastCall(__pyx_t_9, __pyx_callargs+1-__pyx_t_2, 1+__pyx_t_2);
        __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 131, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":132
 *         else:
 *             logger.debug('Galaxy size too big. Increase max dimension of output array.')
 *             return failure_array             # <<<<<<<<<<<<<<
 * 
 *         # to determine the input galaxy size,
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_failure_array); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 132, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_r = __pyx_t_8;
      __pyx_t_8 = 0;
      goto __pyx_L0;
    }
    __pyx_L9_for_end:;

    /* "lensmc/src/cython/galaxy_model.pyx":136
 *         # to determine the input galaxy size,
 *         # find index of first occurrence of galsize < galsize_templates
 *         sqrt2_by_s_pix = sqrt2 * s_pix             # <<<<<<<<<<<<<<
 *         for ii in range(n_rfiducial):
 *             if rfiducial[ii] > sqrt2_by_s_pix:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_sqrt2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 136, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = PyFloat_FromDouble(__pyx_v_s_pix); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 136, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_14 = PyNumber_Multiply(__pyx_t_8, __pyx_t_9); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 136, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_v_sqrt2_by_s_pix = __pyx_t_14;
    __pyx_t_14 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":137
 *         # find index of first occurrence of galsize < galsize_templates
 *         sqrt2_by_s_pix = sqrt2 * s_pix
 *         for ii in range(n_rfiducial):             # <<<<<<<<<<<<<<
 *             if rfiducial[ii] > sqrt2_by_s_pix:
 *                 rr = ii
 */
    __Pyx_GetModuleGlobalName(__pyx_t_14, __pyx_n_s_n_rfiducial); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 137, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_14); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 137, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    if (likely(PyList_CheckExact(__pyx_t_9)) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_14 = __pyx_t_9; __Pyx_INCREF(__pyx_t_14);
      __pyx_t_15 = 0;
      __pyx_t_16 = NULL;
    } else {
      __pyx_t_15 = -1; __pyx_t_14 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 137, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __pyx_t_16 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_14); if (unlikely(!__pyx_t_16)) __PYX_ERR(0, 137, __pyx_L1_error)
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (likely(!__pyx_t_16)) {
        if (likely(PyList_CheckExact(__pyx_t_14))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_14);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 137, __pyx_L1_error)
            #endif
            if (__pyx_t_15 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_9 = PyList_GET_ITEM(__pyx_t_14, __pyx_t_15); __Pyx_INCREF(__pyx_t_9); __pyx_t_15++; if (unlikely((0 < 0))) __PYX_ERR(0, 137, __pyx_L1_error)
          #else
          __pyx_t_9 = __Pyx_PySequence_ITEM(__pyx_t_14, __pyx_t_15); __pyx_t_15++; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 137, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          #endif
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_14);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 137, __pyx_L1_error)
            #endif
            if (__pyx_t_15 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_14, __pyx_t_15); __Pyx_INCREF(__pyx_t_9); __pyx_t_15++; if (unlikely((0 < 0))) __PYX_ERR(0, 137, __pyx_L1_error)
          #else
          __pyx_t_9 = __Pyx_PySequence_ITEM(__pyx_t_14, __pyx_t_15); __pyx_t_15++; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 137, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          #endif
        }
      } else {
        __pyx_t_9 = __pyx_t_16(__pyx_t_14);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 137, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_DECREF_SET(__pyx_v_ii, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":138
 *         sqrt2_by_s_pix = sqrt2 * s_pix
 *         for ii in range(n_rfiducial):
 *             if rfiducial[ii] > sqrt2_by_s_pix:             # <<<<<<<<<<<<<<
 *                 rr = ii
 *                 break
 */
      if (unlikely(__pyx_v_rfiducial == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 138, __pyx_L1_error)
      }
      __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_rfiducial, __pyx_v_ii); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 138, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_8 = PyObject_RichCompare(__pyx_t_9, __pyx_v_sqrt2_by_s_pix, Py_GT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 138, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely((__pyx_t_3 < 0))) __PYX_ERR(0, 138, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (__pyx_t_3) {

        /* "lensmc/src/cython/galaxy_model.pyx":139
 *         for ii in range(n_rfiducial):
 *             if rfiducial[ii] > sqrt2_by_s_pix:
 *                 rr = ii             # <<<<<<<<<<<<<<
 *                 break
 *         else:
 */
        __Pyx_INCREF(__pyx_v_ii);
        __pyx_v_rr = __pyx_v_ii;

        /* "lensmc/src/cython/galaxy_model.pyx":140
 *             if rfiducial[ii] > sqrt2_by_s_pix:
 *                 rr = ii
 *                 break             # <<<<<<<<<<<<<<
 *         else:
 *             logger.debug('Galaxy size too big. Increase max fiducial radius of input galaxy.')
 */
        goto __pyx_L11_break;

        /* "lensmc/src/cython/galaxy_model.pyx":138
 *         sqrt2_by_s_pix = sqrt2 * s_pix
 *         for ii in range(n_rfiducial):
 *             if rfiducial[ii] > sqrt2_by_s_pix:             # <<<<<<<<<<<<<<
 *                 rr = ii
 *                 break
 */
      }

      /* "lensmc/src/cython/galaxy_model.pyx":137
 *         # find index of first occurrence of galsize < galsize_templates
 *         sqrt2_by_s_pix = sqrt2 * s_pix
 *         for ii in range(n_rfiducial):             # <<<<<<<<<<<<<<
 *             if rfiducial[ii] > sqrt2_by_s_pix:
 *                 rr = ii
 */
    }
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L13_for_else;
    __pyx_L11_break:;
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L14_for_end;
    /*else*/ {
      __pyx_L13_for_else:;

      /* "lensmc/src/cython/galaxy_model.pyx":142
 *                 break
 *         else:
 *             logger.debug('Galaxy size too big. Increase max fiducial radius of input galaxy.')             # <<<<<<<<<<<<<<
 *             return failure_array
 *         working_arrays.rr = rr
 */
      __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_logger); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 142, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_debug); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 142, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = NULL;
      __pyx_t_2 = 0;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_9))) {
        __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_9);
        if (likely(__pyx_t_8)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
          __Pyx_INCREF(__pyx_t_8);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_9, function);
          __pyx_t_2 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_8, __pyx_kp_u_Galaxy_size_too_big_Increase_max_2};
        __pyx_t_14 = __Pyx_PyObject_FastCall(__pyx_t_9, __pyx_callargs+1-__pyx_t_2, 1+__pyx_t_2);
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 142, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":143
 *         else:
 *             logger.debug('Galaxy size too big. Increase max fiducial radius of input galaxy.')
 *             return failure_array             # <<<<<<<<<<<<<<
 *         working_arrays.rr = rr
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_GetModuleGlobalName(__pyx_t_14, __pyx_n_s_failure_array); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 143, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __pyx_r = __pyx_t_14;
      __pyx_t_14 = 0;
      goto __pyx_L0;
    }
    __pyx_L14_for_end:;

    /* "lensmc/src/cython/galaxy_model.pyx":144
 *             logger.debug('Galaxy size too big. Increase max fiducial radius of input galaxy.')
 *             return failure_array
 *         working_arrays.rr = rr             # <<<<<<<<<<<<<<
 * 
 *     else:
 */
    __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_v_rr); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 144, __pyx_L1_error)
    __pyx_v_working_arrays->rr = __pyx_t_2;

    /* "lensmc/src/cython/galaxy_model.pyx":114
 *         astrometric_distortion = eye
 * 
 *     if do_choose_model_size:             # <<<<<<<<<<<<<<
 * 
 *         # size in pixels
 */
    goto __pyx_L4;
  }

  /* "lensmc/src/cython/galaxy_model.pyx":147
 * 
 *     else:
 *         oo = working_arrays.oo             # <<<<<<<<<<<<<<
 *         rr = working_arrays.rr
 * 
 */
  /*else*/ {
    __pyx_t_14 = __Pyx_PyInt_From_int(__pyx_v_working_arrays->oo); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 147, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __pyx_v_oo = __pyx_t_14;
    __pyx_t_14 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":148
 *     else:
 *         oo = working_arrays.oo
 *         rr = working_arrays.rr             # <<<<<<<<<<<<<<
 * 
 *     # max position shift
 */
    __pyx_t_14 = __Pyx_PyInt_From_int(__pyx_v_working_arrays->rr); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 148, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __pyx_v_rr = __pyx_t_14;
    __pyx_t_14 = 0;
  }
  __pyx_L4:;

  /* "lensmc/src/cython/galaxy_model.pyx":151
 * 
 *     # max position shift
 *     delta_max = delta_max_pix * pixel_scale             # <<<<<<<<<<<<<<
 * 
 *     # check position offsets
 */
  __Pyx_GetModuleGlobalName(__pyx_t_14, __pyx_n_s_delta_max_pix); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 151, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  __pyx_t_9 = PyFloat_FromDouble(__pyx_v_pixel_scale); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 151, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_8 = PyNumber_Multiply(__pyx_t_14, __pyx_t_9); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 151, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_v_delta_max = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":154
 * 
 *     # check position offsets
 *     if abs(delta_x) > delta_max:             # <<<<<<<<<<<<<<
 *         logger.debug('Galaxy x offset too big.')
 *         return failure_array
 */
  __pyx_t_8 = PyFloat_FromDouble(fabs(__pyx_v_delta_x)); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_9 = PyObject_RichCompare(__pyx_t_8, __pyx_v_delta_max, Py_GT); __Pyx_XGOTREF(__pyx_t_9); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely((__pyx_t_3 < 0))) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  if (__pyx_t_3) {

    /* "lensmc/src/cython/galaxy_model.pyx":155
 *     # check position offsets
 *     if abs(delta_x) > delta_max:
 *         logger.debug('Galaxy x offset too big.')             # <<<<<<<<<<<<<<
 *         return failure_array
 *     if abs(delta_y) > delta_max:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_logger); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 155, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_debug); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 155, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = NULL;
    __pyx_t_2 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_14))) {
      __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_14);
      if (likely(__pyx_t_8)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
        __Pyx_INCREF(__pyx_t_8);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_14, function);
        __pyx_t_2 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_8, __pyx_kp_u_Galaxy_x_offset_too_big};
      __pyx_t_9 = __Pyx_PyObject_FastCall(__pyx_t_14, __pyx_callargs+1-__pyx_t_2, 1+__pyx_t_2);
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 155, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":156
 *     if abs(delta_x) > delta_max:
 *         logger.debug('Galaxy x offset too big.')
 *         return failure_array             # <<<<<<<<<<<<<<
 *     if abs(delta_y) > delta_max:
 *         logger.debug('Galaxy y offset too big.')
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_failure_array); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 156, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_r = __pyx_t_9;
    __pyx_t_9 = 0;
    goto __pyx_L0;

    /* "lensmc/src/cython/galaxy_model.pyx":154
 * 
 *     # check position offsets
 *     if abs(delta_x) > delta_max:             # <<<<<<<<<<<<<<
 *         logger.debug('Galaxy x offset too big.')
 *         return failure_array
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":157
 *         logger.debug('Galaxy x offset too big.')
 *         return failure_array
 *     if abs(delta_y) > delta_max:             # <<<<<<<<<<<<<<
 *         logger.debug('Galaxy y offset too big.')
 *         return failure_array
 */
  __pyx_t_9 = PyFloat_FromDouble(fabs(__pyx_v_delta_y)); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 157, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_14 = PyObject_RichCompare(__pyx_t_9, __pyx_v_delta_max, Py_GT); __Pyx_XGOTREF(__pyx_t_14); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 157, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely((__pyx_t_3 < 0))) __PYX_ERR(0, 157, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  if (__pyx_t_3) {

    /* "lensmc/src/cython/galaxy_model.pyx":158
 *         return failure_array
 *     if abs(delta_y) > delta_max:
 *         logger.debug('Galaxy y offset too big.')             # <<<<<<<<<<<<<<
 *         return failure_array
 * 
 */
    __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_logger); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 158, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_debug); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 158, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = NULL;
    __pyx_t_2 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_9)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
        __pyx_t_2 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_9, __pyx_kp_u_Galaxy_y_offset_too_big};
      __pyx_t_14 = __Pyx_PyObject_FastCall(__pyx_t_8, __pyx_callargs+1-__pyx_t_2, 1+__pyx_t_2);
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 158, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":159
 *     if abs(delta_y) > delta_max:
 *         logger.debug('Galaxy y offset too big.')
 *         return failure_array             # <<<<<<<<<<<<<<
 * 
 *     cdef np.ndarray[np.float32_t, ndim=1, mode="c"] model_ht_at_r = model_ht[rr]
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_GetModuleGlobalName(__pyx_t_14, __pyx_n_s_failure_array); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 159, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __pyx_r = __pyx_t_14;
    __pyx_t_14 = 0;
    goto __pyx_L0;

    /* "lensmc/src/cython/galaxy_model.pyx":157
 *         logger.debug('Galaxy x offset too big.')
 *         return failure_array
 *     if abs(delta_y) > delta_max:             # <<<<<<<<<<<<<<
 *         logger.debug('Galaxy y offset too big.')
 *         return failure_array
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":161
 *         return failure_array
 * 
 *     cdef np.ndarray[np.float32_t, ndim=1, mode="c"] model_ht_at_r = model_ht[rr]             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.float32_t, ndim=2, mode="c"] resampledmodel_ft = working_arrays.resampled_model_ft
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] psf_ft_at_o = psf_ft[oo]
 */
  if (unlikely(__pyx_v_model_ht == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 161, __pyx_L1_error)
  }
  __pyx_t_14 = __Pyx_PyObject_GetItem(__pyx_v_model_ht, __pyx_v_rr); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 161, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  if (!(likely(((__pyx_t_14) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_14, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 161, __pyx_L1_error)
  __pyx_t_17 = ((PyArrayObject *)__pyx_t_14);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer, (PyObject*)__pyx_t_17, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_model_ht_at_r = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 161, __pyx_L1_error)
    } else {__pyx_pybuffernd_model_ht_at_r.diminfo[0].strides = __pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_model_ht_at_r.diminfo[0].shape = __pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_17 = 0;
  __pyx_v_model_ht_at_r = ((PyArrayObject *)__pyx_t_14);
  __pyx_t_14 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":162
 * 
 *     cdef np.ndarray[np.float32_t, ndim=1, mode="c"] model_ht_at_r = model_ht[rr]
 *     cdef np.ndarray[np.float32_t, ndim=2, mode="c"] resampledmodel_ft = working_arrays.resampled_model_ft             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] psf_ft_at_o = psf_ft[oo]
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] xshift_ft = working_arrays.xshift_ft
 */
  if (!(likely(((__pyx_v_working_arrays->resampled_model_ft) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_working_arrays->resampled_model_ft, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 162, __pyx_L1_error)
  __pyx_t_14 = __pyx_v_working_arrays->resampled_model_ft;
  __Pyx_INCREF(__pyx_t_14);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_t_14), &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
      __pyx_v_resampledmodel_ft = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 162, __pyx_L1_error)
    } else {__pyx_pybuffernd_resampledmodel_ft.diminfo[0].strides = __pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_resampledmodel_ft.diminfo[0].shape = __pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_resampledmodel_ft.diminfo[1].strides = __pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_resampledmodel_ft.diminfo[1].shape = __pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer.shape[1];
    }
  }
  __pyx_v_resampledmodel_ft = ((PyArrayObject *)__pyx_t_14);
  __pyx_t_14 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":163
 *     cdef np.ndarray[np.float32_t, ndim=1, mode="c"] model_ht_at_r = model_ht[rr]
 *     cdef np.ndarray[np.float32_t, ndim=2, mode="c"] resampledmodel_ft = working_arrays.resampled_model_ft
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] psf_ft_at_o = psf_ft[oo]             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] xshift_ft = working_arrays.xshift_ft
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] yshift_ft = working_arrays.yshift_ft
 */
  if (unlikely(__pyx_v_psf_ft == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 163, __pyx_L1_error)
  }
  __pyx_t_14 = __Pyx_PyObject_GetItem(__pyx_v_psf_ft, __pyx_v_oo); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  if (!(likely(((__pyx_t_14) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_14, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 163, __pyx_L1_error)
  __pyx_t_18 = ((PyArrayObject *)__pyx_t_14);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer, (PyObject*)__pyx_t_18, &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
      __pyx_v_psf_ft_at_o = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 163, __pyx_L1_error)
    } else {__pyx_pybuffernd_psf_ft_at_o.diminfo[0].strides = __pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_psf_ft_at_o.diminfo[0].shape = __pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_psf_ft_at_o.diminfo[1].strides = __pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_psf_ft_at_o.diminfo[1].shape = __pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer.shape[1];
    }
  }
  __pyx_t_18 = 0;
  __pyx_v_psf_ft_at_o = ((PyArrayObject *)__pyx_t_14);
  __pyx_t_14 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":164
 *     cdef np.ndarray[np.float32_t, ndim=2, mode="c"] resampledmodel_ft = working_arrays.resampled_model_ft
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] psf_ft_at_o = psf_ft[oo]
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] xshift_ft = working_arrays.xshift_ft             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] yshift_ft = working_arrays.yshift_ft
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] convmodel_ft = working_arrays.convmodel_ft[oo]
 */
  if (!(likely(((__pyx_v_working_arrays->xshift_ft) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_working_arrays->xshift_ft, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 164, __pyx_L1_error)
  __pyx_t_14 = __pyx_v_working_arrays->xshift_ft;
  __Pyx_INCREF(__pyx_t_14);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_t_14), &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_xshift_ft = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 164, __pyx_L1_error)
    } else {__pyx_pybuffernd_xshift_ft.diminfo[0].strides = __pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_xshift_ft.diminfo[0].shape = __pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_v_xshift_ft = ((PyArrayObject *)__pyx_t_14);
  __pyx_t_14 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":165
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] psf_ft_at_o = psf_ft[oo]
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] xshift_ft = working_arrays.xshift_ft
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] yshift_ft = working_arrays.yshift_ft             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] convmodel_ft = working_arrays.convmodel_ft[oo]
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] dsmodel_ft = working_arrays.dsmodel_plan[oo].input_array
 */
  if (!(likely(((__pyx_v_working_arrays->yshift_ft) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_working_arrays->yshift_ft, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 165, __pyx_L1_error)
  __pyx_t_14 = __pyx_v_working_arrays->yshift_ft;
  __Pyx_INCREF(__pyx_t_14);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_t_14), &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_yshift_ft = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 165, __pyx_L1_error)
    } else {__pyx_pybuffernd_yshift_ft.diminfo[0].strides = __pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_yshift_ft.diminfo[0].shape = __pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_v_yshift_ft = ((PyArrayObject *)__pyx_t_14);
  __pyx_t_14 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":166
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] xshift_ft = working_arrays.xshift_ft
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] yshift_ft = working_arrays.yshift_ft
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] convmodel_ft = working_arrays.convmodel_ft[oo]             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] dsmodel_ft = working_arrays.dsmodel_plan[oo].input_array
 * 
 */
  if (unlikely(__pyx_v_working_arrays->convmodel_ft == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 166, __pyx_L1_error)
  }
  __pyx_t_14 = __Pyx_PyObject_GetItem(__pyx_v_working_arrays->convmodel_ft, __pyx_v_oo); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 166, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  if (!(likely(((__pyx_t_14) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_14, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 166, __pyx_L1_error)
  __pyx_t_19 = ((PyArrayObject *)__pyx_t_14);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer, (PyObject*)__pyx_t_19, &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
      __pyx_v_convmodel_ft = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 166, __pyx_L1_error)
    } else {__pyx_pybuffernd_convmodel_ft.diminfo[0].strides = __pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_convmodel_ft.diminfo[0].shape = __pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_convmodel_ft.diminfo[1].strides = __pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_convmodel_ft.diminfo[1].shape = __pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer.shape[1];
    }
  }
  __pyx_t_19 = 0;
  __pyx_v_convmodel_ft = ((PyArrayObject *)__pyx_t_14);
  __pyx_t_14 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":167
 *     cdef np.ndarray[np.complex64_t, ndim=1, mode="c"] yshift_ft = working_arrays.yshift_ft
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] convmodel_ft = working_arrays.convmodel_ft[oo]
 *     cdef np.ndarray[np.complex64_t, ndim=2, mode="c"] dsmodel_ft = working_arrays.dsmodel_plan[oo].input_array             # <<<<<<<<<<<<<<
 * 
 *     # call the module for model generation
 */
  if (unlikely(__pyx_v_working_arrays->dsmodel_plan == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 167, __pyx_L1_error)
  }
  __pyx_t_14 = __Pyx_PyObject_GetItem(__pyx_v_working_arrays->dsmodel_plan, __pyx_v_oo); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 167, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_14, __pyx_n_s_input_array); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 167, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 167, __pyx_L1_error)
  __pyx_t_20 = ((PyArrayObject *)__pyx_t_8);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer, (PyObject*)__pyx_t_20, &__Pyx_TypeInfo___pyx_t_float_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
      __pyx_v_dsmodel_ft = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 167, __pyx_L1_error)
    } else {__pyx_pybuffernd_dsmodel_ft.diminfo[0].strides = __pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_dsmodel_ft.diminfo[0].shape = __pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_dsmodel_ft.diminfo[1].strides = __pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_dsmodel_ft.diminfo[1].shape = __pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer.shape[1];
    }
  }
  __pyx_t_20 = 0;
  __pyx_v_dsmodel_ft = ((PyArrayObject *)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":171
 *     # call the module for model generation
 *     galaxy_model.generate_galaxy_model(
 *         e1, e2, s, delta_x, delta_y, semimajor, rfiducial[rr],             # <<<<<<<<<<<<<<
 *         &astrometric_distortion[0, 0], x_offset, y_offset,
 *         odim[oo], mdim, oversampling,
 */
  if (unlikely(__pyx_v_rfiducial == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 171, __pyx_L1_error)
  }
  __pyx_t_8 = __Pyx_PyObject_GetItem(__pyx_v_rfiducial, __pyx_v_rr); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 171, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_12 = __pyx_PyFloat_AsDouble(__pyx_t_8); if (unlikely((__pyx_t_12 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 171, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":172
 *     galaxy_model.generate_galaxy_model(
 *         e1, e2, s, delta_x, delta_y, semimajor, rfiducial[rr],
 *         &astrometric_distortion[0, 0], x_offset, y_offset,             # <<<<<<<<<<<<<<
 *         odim[oo], mdim, oversampling,
 *         &model_ht_at_r[0], &resampledmodel_ft[0, 0],
 */
  __pyx_t_21 = 0;
  __pyx_t_22 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":173
 *         e1, e2, s, delta_x, delta_y, semimajor, rfiducial[rr],
 *         &astrometric_distortion[0, 0], x_offset, y_offset,
 *         odim[oo], mdim, oversampling,             # <<<<<<<<<<<<<<
 *         &model_ht_at_r[0], &resampledmodel_ft[0, 0],
 *         &psf_ft_at_o[0, 0],
 */
  if (unlikely(__pyx_v_odim == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 173, __pyx_L1_error)
  }
  __pyx_t_8 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_oo); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 173, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_8); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 173, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":174
 *         &astrometric_distortion[0, 0], x_offset, y_offset,
 *         odim[oo], mdim, oversampling,
 *         &model_ht_at_r[0], &resampledmodel_ft[0, 0],             # <<<<<<<<<<<<<<
 *         &psf_ft_at_o[0, 0],
 *         &xshift_ft[0], &yshift_ft[0],
 */
  __pyx_t_23 = 0;
  __pyx_t_24 = 0;
  __pyx_t_25 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":175
 *         odim[oo], mdim, oversampling,
 *         &model_ht_at_r[0], &resampledmodel_ft[0, 0],
 *         &psf_ft_at_o[0, 0],             # <<<<<<<<<<<<<<
 *         &xshift_ft[0], &yshift_ft[0],
 *         &convmodel_ft[0, 0], &dsmodel_ft[0, 0],
 */
  __pyx_t_26 = 0;
  __pyx_t_27 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":176
 *         &model_ht_at_r[0], &resampledmodel_ft[0, 0],
 *         &psf_ft_at_o[0, 0],
 *         &xshift_ft[0], &yshift_ft[0],             # <<<<<<<<<<<<<<
 *         &convmodel_ft[0, 0], &dsmodel_ft[0, 0],
 *         do_hankel_resample)
 */
  __pyx_t_28 = 0;
  __pyx_t_29 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":177
 *         &psf_ft_at_o[0, 0],
 *         &xshift_ft[0], &yshift_ft[0],
 *         &convmodel_ft[0, 0], &dsmodel_ft[0, 0],             # <<<<<<<<<<<<<<
 *         do_hankel_resample)
 * 
 */
  __pyx_t_30 = 0;
  __pyx_t_31 = 0;
  __pyx_t_32 = 0;
  __pyx_t_33 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":170
 * 
 *     # call the module for model generation
 *     galaxy_model.generate_galaxy_model(             # <<<<<<<<<<<<<<
 *         e1, e2, s, delta_x, delta_y, semimajor, rfiducial[rr],
 *         &astrometric_distortion[0, 0], x_offset, y_offset,
 */
  generate_galaxy_model(__pyx_v_e1, __pyx_v_e2, __pyx_v_s, __pyx_v_delta_x, __pyx_v_delta_y, __pyx_v_semimajor, __pyx_t_12, (&(*__Pyx_BufPtrCContig2d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_astrometric_distortion.diminfo[0].strides, __pyx_t_22, __pyx_pybuffernd_astrometric_distortion.diminfo[1].strides))), __pyx_v_x_offset, __pyx_v_y_offset, __pyx_t_2, __pyx_v_mdim, __pyx_v_oversampling, (&(*__Pyx_BufPtrCContig1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_model_ht_at_r.diminfo[0].strides))), (&(*__Pyx_BufPtrCContig2d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_resampledmodel_ft.diminfo[0].strides, __pyx_t_25, __pyx_pybuffernd_resampledmodel_ft.diminfo[1].strides))), (&(*__Pyx_BufPtrCContig2d(__pyx_t_float_complex *, __pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_psf_ft_at_o.diminfo[0].strides, __pyx_t_27, __pyx_pybuffernd_psf_ft_at_o.diminfo[1].strides))), (&(*__Pyx_BufPtrCContig1d(__pyx_t_float_complex *, __pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer.buf, __pyx_t_28, __pyx_pybuffernd_xshift_ft.diminfo[0].strides))), (&(*__Pyx_BufPtrCContig1d(__pyx_t_float_complex *, __pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer.buf, __pyx_t_29, __pyx_pybuffernd_yshift_ft.diminfo[0].strides))), (&(*__Pyx_BufPtrCContig2d(__pyx_t_float_complex *, __pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer.buf, __pyx_t_30, __pyx_pybuffernd_convmodel_ft.diminfo[0].strides, __pyx_t_31, __pyx_pybuffernd_convmodel_ft.diminfo[1].strides))), (&(*__Pyx_BufPtrCContig2d(__pyx_t_float_complex *, __pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer.buf, __pyx_t_32, __pyx_pybuffernd_dsmodel_ft.diminfo[0].strides, __pyx_t_33, __pyx_pybuffernd_dsmodel_ft.diminfo[1].strides))), __pyx_v_do_hankel_resample);

  /* "lensmc/src/cython/galaxy_model.pyx":181
 * 
 *     # ifft to real space
 *     dsmodel_plan[oo]()             # <<<<<<<<<<<<<<
 *     model = dsmodel_plan[oo].output_array.real
 *     model[model < 0] = 0
 */
  if (unlikely(__pyx_v_dsmodel_plan == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 181, __pyx_L1_error)
  }
  __pyx_t_14 = __Pyx_PyObject_GetItem(__pyx_v_dsmodel_plan, __pyx_v_oo); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 181, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  __pyx_t_9 = NULL;
  __pyx_t_2 = 0;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_14))) {
    __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_14);
    if (likely(__pyx_t_9)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
      __Pyx_INCREF(__pyx_t_9);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_14, function);
      __pyx_t_2 = 1;
    }
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_9, NULL};
    __pyx_t_8 = __Pyx_PyObject_FastCall(__pyx_t_14, __pyx_callargs+1-__pyx_t_2, 0+__pyx_t_2);
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 181, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  }
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":182
 *     # ifft to real space
 *     dsmodel_plan[oo]()
 *     model = dsmodel_plan[oo].output_array.real             # <<<<<<<<<<<<<<
 *     model[model < 0] = 0
 * 
 */
  if (unlikely(__pyx_v_dsmodel_plan == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 182, __pyx_L1_error)
  }
  __pyx_t_8 = __Pyx_PyObject_GetItem(__pyx_v_dsmodel_plan, __pyx_v_oo); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 182, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_output_array); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 182, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_14);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_14, __pyx_n_s_real); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 182, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  __pyx_v_model = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":183
 *     dsmodel_plan[oo]()
 *     model = dsmodel_plan[oo].output_array.real
 *     model[model < 0] = 0             # <<<<<<<<<<<<<<
 * 
 *     # if psf has zero frequency in the corner, then swap quadrants
 */
  __pyx_t_8 = PyObject_RichCompare(__pyx_v_model, __pyx_int_0, Py_LT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 183, __pyx_L1_error)
  if (unlikely((PyObject_SetItem(__pyx_v_model, __pyx_t_8, __pyx_int_0) < 0))) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":186
 * 
 *     # if psf has zero frequency in the corner, then swap quadrants
 *     if psf_centring:             # <<<<<<<<<<<<<<
 *         model = ifftshift(model)
 * 
 */
  if (__pyx_v_psf_centring) {

    /* "lensmc/src/cython/galaxy_model.pyx":187
 *     # if psf has zero frequency in the corner, then swap quadrants
 *     if psf_centring:
 *         model = ifftshift(model)             # <<<<<<<<<<<<<<
 * 
 *     return model
 */
    __Pyx_GetModuleGlobalName(__pyx_t_14, __pyx_n_s_ifftshift); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 187, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __pyx_t_9 = NULL;
    __pyx_t_2 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_14))) {
      __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_14);
      if (likely(__pyx_t_9)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_14, function);
        __pyx_t_2 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_9, __pyx_v_model};
      __pyx_t_8 = __Pyx_PyObject_FastCall(__pyx_t_14, __pyx_callargs+1-__pyx_t_2, 1+__pyx_t_2);
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 187, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    }
    __Pyx_DECREF_SET(__pyx_v_model, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":186
 * 
 *     # if psf has zero frequency in the corner, then swap quadrants
 *     if psf_centring:             # <<<<<<<<<<<<<<
 *         model = ifftshift(model)
 * 
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":189
 *         model = ifftshift(model)
 * 
 *     return model             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_model);
  __pyx_r = __pyx_v_model;
  goto __pyx_L0;

  /* "lensmc/src/cython/galaxy_model.pyx":87
 * 
 * 
 * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
 * @cython.wraparound(False)
 * def generate_model(double e1, double e2, double s, double delta_x, double delta_y, tuple model_ht,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_14);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_model", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_astrometric_distortion.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_convmodel_ft.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dsmodel_ft.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_model_ht_at_r.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_psf_ft_at_o.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_resampledmodel_ft.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_xshift_ft.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_yshift_ft.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_rfiducial);
  __Pyx_XDECREF(__pyx_v_odim);
  __Pyx_XDECREF(__pyx_v_dsmodel_plan);
  __Pyx_XDECREF(__pyx_v_s_cutoff_by_s_pix);
  __Pyx_XDECREF(__pyx_v_ii);
  __Pyx_XDECREF(__pyx_v_oo);
  __Pyx_XDECREF(__pyx_v_sqrt2_by_s_pix);
  __Pyx_XDECREF(__pyx_v_rr);
  __Pyx_XDECREF(__pyx_v_delta_max);
  __Pyx_XDECREF((PyObject *)__pyx_v_model_ht_at_r);
  __Pyx_XDECREF((PyObject *)__pyx_v_resampledmodel_ft);
  __Pyx_XDECREF((PyObject *)__pyx_v_psf_ft_at_o);
  __Pyx_XDECREF((PyObject *)__pyx_v_xshift_ft);
  __Pyx_XDECREF((PyObject *)__pyx_v_yshift_ft);
  __Pyx_XDECREF((PyObject *)__pyx_v_convmodel_ft);
  __Pyx_XDECREF((PyObject *)__pyx_v_dsmodel_ft);
  __Pyx_XDECREF(__pyx_v_model);
  __Pyx_XDECREF((PyObject *)__pyx_v_astrometric_distortion);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":192
 * 
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */

static PyObject *__pyx_pf_6lensmc_12galaxy_model_8__defaults__(CYTHON_UNUSED PyObject *__pyx_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("__defaults__", 1);
  __Pyx_XDECREF(__pyx_r);

  /* "lensmc/src/cython/galaxy_model.pyx":193
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):             # <<<<<<<<<<<<<<
 *     """
 *     Make a set of isotropic model templates (i.e. circular galaxies) for fast model generation.
 */
  __pyx_t_1 = PyTuple_New(8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_rfiducial);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_rfiducial);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 0, __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_rfiducial)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_oversampling);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_oversampling);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 1, __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_oversampling)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 2, Py_None)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_mdim);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_mdim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 3, __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_mdim)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_n_bulge);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_n_bulge);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 4, __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_n_bulge)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_n_disc);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_n_disc);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 5, __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_n_disc)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_dtype);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_dtype);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 6, __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self)->__pyx_arg_dtype)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(((PyObject*)__pyx_tuple__3));
  __Pyx_GIVEREF(((PyObject*)__pyx_tuple__3));
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 7, ((PyObject*)__pyx_tuple__3))) __PYX_ERR(0, 192, __pyx_L1_error);

  /* "lensmc/src/cython/galaxy_model.pyx":192
 * 
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1)) __PYX_ERR(0, 192, __pyx_L1_error);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 1, Py_None)) __PYX_ERR(0, 192, __pyx_L1_error);
  __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

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

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_3generate_templates(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_6lensmc_12galaxy_model_2generate_templates, "\n    Make a set of isotropic model templates (i.e. circular galaxies) for fast model generation.\n    It returns a dictionary of templates for every Sersic indices, and for every fiducial galaxy sizes.\n    As this is heavy duty calculation, the templates are actually generated only if the cache file doesn't exist.\n\n    :param rfiducial: Fiducial galaxy sizes [pixel]\n    :type rfiducial: tuple of float\n    :param oversampling: Oversampling factor of the model wrt to actual sampling.\n    :type oversampling: int\n    :param cache_file: File containing the model templates cache\n    :type cache_file: str\n    :param mdim: Dimension of isotropic galaxy model for Hankel transform\n    :type mdim: int\n    :param n_bulge: Bulge Sersic index; available: n=(1., 1.5, 2., 2.5, 3., 3.5, 4.)\n    :type n_bulge: float\n    :param n_disc: Disc Sersic index; available: n=1\n    :type n_disc: float\n    :param dtype: Output model's data type\n    :type dtype: type\n    :param fftw_flags: FFTW flags; choose ('FFTW_ESTIMATE',) for completely deterministic output; see https://www.fftw.org/faq/section3.html#nondeterministic\n    :type fftw_flags: Tuple\n    :return: templates: Model templates\n    :rtype templates: dict\n    ");
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_3generate_templates = {"generate_templates", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_3generate_templates, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_6lensmc_12galaxy_model_2generate_templates};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_3generate_templates(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_rfiducial = 0;
  PyObject *__pyx_v_oversampling = 0;
  PyObject *__pyx_v_cache_file = 0;
  PyObject *__pyx_v_mdim = 0;
  PyObject *__pyx_v_n_bulge = 0;
  PyObject *__pyx_v_n_disc = 0;
  PyObject *__pyx_v_dtype = 0;
  PyObject *__pyx_v_fftw_flags = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[8] = {0,0,0,0,0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("generate_templates (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rfiducial,&__pyx_n_s_oversampling,&__pyx_n_s_cache_file,&__pyx_n_s_mdim,&__pyx_n_s_n_bulge,&__pyx_n_s_n_disc,&__pyx_n_s_dtype,&__pyx_n_s_fftw_flags,0};
    __pyx_defaults *__pyx_dynamic_args = __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_self);
    values[0] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_rfiducial);
    values[1] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_oversampling);
    values[2] = __Pyx_Arg_NewRef_FASTCALL(((PyObject *)Py_None));
    values[3] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_mdim);
    values[4] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_n_bulge);
    values[5] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_n_disc);
    values[6] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_dtype);
    values[7] = __Pyx_Arg_NewRef_FASTCALL(((PyObject *)((PyObject*)__pyx_tuple__3)));
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case  8: values[7] = __Pyx_Arg_FASTCALL(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = __Pyx_Arg_FASTCALL(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = __Pyx_Arg_FASTCALL(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = __Pyx_Arg_FASTCALL(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = __Pyx_Arg_FASTCALL(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_rfiducial);
          if (value) { values[0] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  1:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_oversampling);
          if (value) { values[1] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_cache_file);
          if (value) { values[2] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  3:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_mdim);
          if (value) { values[3] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  4:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n_bulge);
          if (value) { values[4] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  5:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n_disc);
          if (value) { values[5] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  6:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_dtype);
          if (value) { values[6] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  7:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_fftw_flags);
          if (value) { values[7] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 192, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "generate_templates") < 0)) __PYX_ERR(0, 192, __pyx_L3_error)
      }
    } else {
      switch (__pyx_nargs) {
        case  8: values[7] = __Pyx_Arg_FASTCALL(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = __Pyx_Arg_FASTCALL(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = __Pyx_Arg_FASTCALL(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = __Pyx_Arg_FASTCALL(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = __Pyx_Arg_FASTCALL(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_rfiducial = values[0];
    __pyx_v_oversampling = values[1];
    __pyx_v_cache_file = values[2];
    __pyx_v_mdim = values[3];
    __pyx_v_n_bulge = values[4];
    __pyx_v_n_disc = values[5];
    __pyx_v_dtype = values[6];
    __pyx_v_fftw_flags = values[7];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("generate_templates", 0, 0, 8, __pyx_nargs); __PYX_ERR(0, 192, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_2generate_templates(__pyx_self, __pyx_v_rfiducial, __pyx_v_oversampling, __pyx_v_cache_file, __pyx_v_mdim, __pyx_v_n_bulge, __pyx_v_n_disc, __pyx_v_dtype, __pyx_v_fftw_flags);

  /* function exit code */
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":250
 *     # so we get this interpolating function osampl = 8.08333 n - 9.375 n^2 + 6.29167 n^3
 * 
 *     def model_oversampling_fcn(n):             # <<<<<<<<<<<<<<
 *         return int(8.08333 * n - 9.375 * n ** 2 + 6.29167 * n ** 3)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_18generate_templates_1model_oversampling_fcn(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_18generate_templates_1model_oversampling_fcn = {"model_oversampling_fcn", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_18generate_templates_1model_oversampling_fcn, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_18generate_templates_1model_oversampling_fcn(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_n = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[1] = {0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("model_oversampling_fcn (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_n,0};
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[0]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 250, __pyx_L3_error)
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "model_oversampling_fcn") < 0)) __PYX_ERR(0, 250, __pyx_L3_error)
      }
    } else if (unlikely(__pyx_nargs != 1)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
    }
    __pyx_v_n = values[0];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("model_oversampling_fcn", 1, 1, 1, __pyx_nargs); __PYX_ERR(0, 250, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates.model_oversampling_fcn", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_18generate_templates_model_oversampling_fcn(__pyx_self, __pyx_v_n);

  /* function exit code */
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6lensmc_12galaxy_model_18generate_templates_model_oversampling_fcn(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_n) {
  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("model_oversampling_fcn", 1);

  /* "lensmc/src/cython/galaxy_model.pyx":251
 * 
 *     def model_oversampling_fcn(n):
 *         return int(8.08333 * n - 9.375 * n ** 2 + 6.29167 * n ** 3)             # <<<<<<<<<<<<<<
 * 
 *     # define length of bulge and disc Sersic indices tuple
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyNumber_Multiply(__pyx_float_8_08333, __pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyNumber_Power(__pyx_v_n, __pyx_int_2, Py_None); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Multiply(__pyx_float_9_375, __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Subtract(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Power(__pyx_v_n, __pyx_int_3, Py_None); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Multiply(__pyx_float_6_29167, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyNumber_Int(__pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 251, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "lensmc/src/cython/galaxy_model.pyx":250
 *     # so we get this interpolating function osampl = 8.08333 n - 9.375 n^2 + 6.29167 n^3
 * 
 *     def model_oversampling_fcn(n):             # <<<<<<<<<<<<<<
 *         return int(8.08333 * n - 9.375 * n ** 2 + 6.29167 * n ** 3)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates.model_oversampling_fcn", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_6lensmc_12galaxy_model_18generate_templates_4generator(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value); /* proto */

/* "lensmc/src/cython/galaxy_model.pyx":260
 *     # make sure the bulge effective radius is half-light
 *     # whereas the disc effective radius is always exponential
 *     a_bulge = tuple(2 * n - 0.331 for n in n_bulge)             # <<<<<<<<<<<<<<
 *     a_disc = (1,) * n_n_disc
 * 
 */

static PyObject *__pyx_pf_6lensmc_12galaxy_model_18generate_templates_2genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0) {
  struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("genexpr", 0);
  __pyx_cur_scope = (struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *)__pyx_tp_new_6lensmc_12galaxy_model___pyx_scope_struct__genexpr(__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 260, __pyx_L1_error)
  } else {
    __Pyx_GOTREF((PyObject *)__pyx_cur_scope);
  }
  __pyx_cur_scope->__pyx_genexpr_arg_0 = __pyx_genexpr_arg_0;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_genexpr_arg_0);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_genexpr_arg_0);
  {
    __pyx_CoroutineObject *gen = __Pyx_Generator_New((__pyx_coroutine_body_t) __pyx_gb_6lensmc_12galaxy_model_18generate_templates_4generator, NULL, (PyObject *) __pyx_cur_scope, __pyx_n_s_genexpr, __pyx_n_s_generate_templates_locals_genexp, __pyx_n_s_lensmc_galaxy_model); if (unlikely(!gen)) __PYX_ERR(0, 260, __pyx_L1_error)
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_DECREF((PyObject *)__pyx_cur_scope);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_6lensmc_12galaxy_model_18generate_templates_4generator(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *__pyx_cur_scope = ((struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  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
  __Pyx_RefNannySetupContext("genexpr", 0);
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L6_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 260, __pyx_L1_error)
  if (unlikely(!__pyx_cur_scope->__pyx_genexpr_arg_0)) { __Pyx_RaiseUnboundLocalError(".0"); __PYX_ERR(0, 260, __pyx_L1_error) }
  if (likely(PyList_CheckExact(__pyx_cur_scope->__pyx_genexpr_arg_0)) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_genexpr_arg_0)) {
    __pyx_t_1 = __pyx_cur_scope->__pyx_genexpr_arg_0; __Pyx_INCREF(__pyx_t_1);
    __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_genexpr_arg_0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 260, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 260, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_1);
          #if !CYTHON_ASSUME_SAFE_MACROS
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 260, __pyx_L1_error)
          #endif
          if (__pyx_t_2 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __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_ERR(0, 260, __pyx_L1_error)
        #else
        __pyx_t_4 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 260, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_1);
          #if !CYTHON_ASSUME_SAFE_MACROS
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 260, __pyx_L1_error)
          #endif
          if (__pyx_t_2 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __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_ERR(0, 260, __pyx_L1_error)
        #else
        __pyx_t_4 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 260, __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(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 260, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_n);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_n, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyInt_MultiplyCObj(__pyx_int_2, __pyx_cur_scope->__pyx_v_n, 2, 0, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 260, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyFloat_SubtractObjC(__pyx_t_4, __pyx_float_0_331, 0.331, 0, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 260, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_5;
    __pyx_t_5 = 0;
    __Pyx_XGIVEREF(__pyx_t_1);
    __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
    __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
    __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
    __Pyx_XGIVEREF(__pyx_r);
    __Pyx_RefNannyFinishContext();
    __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
    /* return from generator, yielding value */
    __pyx_generator->resume_label = 1;
    return __pyx_r;
    __pyx_L6_resume_from_yield:;
    __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
    __pyx_cur_scope->__pyx_t_0 = 0;
    __Pyx_XGOTREF(__pyx_t_1);
    __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
    __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
    if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 260, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  CYTHON_MAYBE_UNUSED_VAR(__pyx_cur_scope);

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_Generator_Replace_StopIteration(0);
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r); __pyx_r = 0;
  #if !CYTHON_USE_EXC_INFO_STACK
  __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
  #endif
  __pyx_generator->resume_label = -1;
  __Pyx_Coroutine_clear((PyObject*)__pyx_generator);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":192
 * 
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */

static PyObject *__pyx_pf_6lensmc_12galaxy_model_2generate_templates(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rfiducial, PyObject *__pyx_v_oversampling, PyObject *__pyx_v_cache_file, PyObject *__pyx_v_mdim, PyObject *__pyx_v_n_bulge, PyObject *__pyx_v_n_disc, PyObject *__pyx_v_dtype, PyObject *__pyx_v_fftw_flags) {
  PyObject *__pyx_v_fo = NULL;
  PyObject *__pyx_v_cache_files = NULL;
  PyObject *__pyx_v_f = NULL;
  PyArrayObject *__pyx_v_model = 0;
  PyArrayObject *__pyx_v_model_ft = 0;
  PyObject *__pyx_v_fftw_plan = NULL;
  PyObject *__pyx_v_model_oversampling_fcn = 0;
  Py_ssize_t __pyx_v_n_n_bulge;
  Py_ssize_t __pyx_v_n_n_disc;
  PyObject *__pyx_v_a_bulge = NULL;
  PyObject *__pyx_v_a_disc = NULL;
  PyObject *__pyx_v_templates = NULL;
  Py_ssize_t __pyx_v_jj;
  PyObject *__pyx_v_model_ht = NULL;
  PyObject *__pyx_v_model_oversampling = NULL;
  PyObject *__pyx_v_ii = NULL;
  PyObject *__pyx_gb_6lensmc_12galaxy_model_18generate_templates_4generator = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_model;
  __Pyx_Buffer __pyx_pybuffer_model;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_model_ft;
  __Pyx_Buffer __pyx_pybuffer_model_ft;
  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;
  int __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_t_12;
  Py_ssize_t __pyx_t_13;
  Py_UCS4 __pyx_t_14;
  PyObject *__pyx_t_15 = NULL;
  PyArrayObject *__pyx_t_16 = NULL;
  PyArrayObject *__pyx_t_17 = NULL;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  PyObject *(*__pyx_t_21)(PyObject *);
  double __pyx_t_22;
  double __pyx_t_23;
  double __pyx_t_24;
  int __pyx_t_25;
  Py_ssize_t __pyx_t_26;
  Py_ssize_t __pyx_t_27;
  int __pyx_t_28;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("generate_templates", 0);
  __Pyx_INCREF(__pyx_v_cache_file);
  __pyx_pybuffer_model.pybuffer.buf = NULL;
  __pyx_pybuffer_model.refcount = 0;
  __pyx_pybuffernd_model.data = NULL;
  __pyx_pybuffernd_model.rcbuffer = &__pyx_pybuffer_model;
  __pyx_pybuffer_model_ft.pybuffer.buf = NULL;
  __pyx_pybuffer_model_ft.refcount = 0;
  __pyx_pybuffernd_model_ft.data = NULL;
  __pyx_pybuffernd_model_ft.rcbuffer = &__pyx_pybuffer_model_ft;

  /* "lensmc/src/cython/galaxy_model.pyx":222
 *     # check all filenames, provided or standard paths
 *     # otherwise generate and save it to provided filename or aux directory (as a default)
 *     if cache_file is not None:             # <<<<<<<<<<<<<<
 *         if os.path.isfile(cache_file):
 *             with open(cache_file, 'rb') as fo:
 */
  __pyx_t_1 = (__pyx_v_cache_file != Py_None);
  if (__pyx_t_1) {

    /* "lensmc/src/cython/galaxy_model.pyx":223
 *     # otherwise generate and save it to provided filename or aux directory (as a default)
 *     if cache_file is not None:
 *         if os.path.isfile(cache_file):             # <<<<<<<<<<<<<<
 *             with open(cache_file, 'rb') as fo:
 *                 return pickle.load(fo)
 */
    __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_os); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 223, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_path); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 223, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_isfile); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 223, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (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);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_4, __pyx_v_cache_file};
      __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_3, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 223, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely((__pyx_t_1 < 0))) __PYX_ERR(0, 223, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_1) {

      /* "lensmc/src/cython/galaxy_model.pyx":224
 *     if cache_file is not None:
 *         if os.path.isfile(cache_file):
 *             with open(cache_file, 'rb') as fo:             # <<<<<<<<<<<<<<
 *                 return pickle.load(fo)
 *     else:
 */
      /*with:*/ {
        __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 224, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_INCREF(__pyx_v_cache_file);
        __Pyx_GIVEREF(__pyx_v_cache_file);
        if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_cache_file)) __PYX_ERR(0, 224, __pyx_L1_error);
        __Pyx_INCREF(__pyx_n_u_rb);
        __Pyx_GIVEREF(__pyx_n_u_rb);
        if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_n_u_rb)) __PYX_ERR(0, 224, __pyx_L1_error);
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_open, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 224, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __pyx_t_6 = __Pyx_PyObject_LookupSpecial(__pyx_t_3, __pyx_n_s_exit); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 224, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_t_4 = __Pyx_PyObject_LookupSpecial(__pyx_t_3, __pyx_n_s_enter); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 224, __pyx_L5_error)
        __Pyx_GOTREF(__pyx_t_4);
        __pyx_t_7 = NULL;
        __pyx_t_5 = 0;
        #if CYTHON_UNPACK_METHODS
        if (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_5 = 1;
          }
        }
        #endif
        {
          PyObject *__pyx_callargs[2] = {__pyx_t_7, NULL};
          __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_4, __pyx_callargs+1-__pyx_t_5, 0+__pyx_t_5);
          __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
          if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 224, __pyx_L5_error)
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        }
        __pyx_t_4 = __pyx_t_2;
        __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        /*try:*/ {
          {
            __Pyx_PyThreadState_declare
            __Pyx_PyThreadState_assign
            __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
            __Pyx_XGOTREF(__pyx_t_8);
            __Pyx_XGOTREF(__pyx_t_9);
            __Pyx_XGOTREF(__pyx_t_10);
            /*try:*/ {
              __pyx_v_fo = __pyx_t_4;
              __pyx_t_4 = 0;

              /* "lensmc/src/cython/galaxy_model.pyx":225
 *         if os.path.isfile(cache_file):
 *             with open(cache_file, 'rb') as fo:
 *                 return pickle.load(fo)             # <<<<<<<<<<<<<<
 *     else:
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_pickle); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 225, __pyx_L9_error)
              __Pyx_GOTREF(__pyx_t_3);
              __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_load); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 225, __pyx_L9_error)
              __Pyx_GOTREF(__pyx_t_2);
              __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
              __pyx_t_3 = NULL;
              __pyx_t_5 = 0;
              #if CYTHON_UNPACK_METHODS
              if (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);
                  __pyx_t_5 = 1;
                }
              }
              #endif
              {
                PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_fo};
                __pyx_t_4 = __Pyx_PyObject_FastCall(__pyx_t_2, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
                __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
                if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 225, __pyx_L9_error)
                __Pyx_GOTREF(__pyx_t_4);
                __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
              }
              __pyx_r = __pyx_t_4;
              __pyx_t_4 = 0;
              goto __pyx_L13_try_return;

              /* "lensmc/src/cython/galaxy_model.pyx":224
 *     if cache_file is not None:
 *         if os.path.isfile(cache_file):
 *             with open(cache_file, 'rb') as fo:             # <<<<<<<<<<<<<<
 *                 return pickle.load(fo)
 *     else:
 */
            }
            __pyx_L9_error:;
            __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
            __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
            __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
            /*except:*/ {
              __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates", __pyx_clineno, __pyx_lineno, __pyx_filename);
              if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_2, &__pyx_t_3) < 0) __PYX_ERR(0, 224, __pyx_L11_except_error)
              __Pyx_XGOTREF(__pyx_t_4);
              __Pyx_XGOTREF(__pyx_t_2);
              __Pyx_XGOTREF(__pyx_t_3);
              __pyx_t_7 = PyTuple_Pack(3, __pyx_t_4, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 224, __pyx_L11_except_error)
              __Pyx_GOTREF(__pyx_t_7);
              __pyx_t_11 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_7, NULL);
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 224, __pyx_L11_except_error)
              __Pyx_GOTREF(__pyx_t_11);
              __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_11);
              __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
              if (__pyx_t_1 < 0) __PYX_ERR(0, 224, __pyx_L11_except_error)
              __pyx_t_12 = (!__pyx_t_1);
              if (unlikely(__pyx_t_12)) {
                __Pyx_GIVEREF(__pyx_t_4);
                __Pyx_GIVEREF(__pyx_t_2);
                __Pyx_XGIVEREF(__pyx_t_3);
                __Pyx_ErrRestoreWithState(__pyx_t_4, __pyx_t_2, __pyx_t_3);
                __pyx_t_4 = 0; __pyx_t_2 = 0; __pyx_t_3 = 0; 
                __PYX_ERR(0, 224, __pyx_L11_except_error)
              }
              __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
              __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
              __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
              goto __pyx_L10_exception_handled;
            }
            __pyx_L11_except_error:;
            __Pyx_XGIVEREF(__pyx_t_8);
            __Pyx_XGIVEREF(__pyx_t_9);
            __Pyx_XGIVEREF(__pyx_t_10);
            __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
            goto __pyx_L1_error;
            __pyx_L13_try_return:;
            __Pyx_XGIVEREF(__pyx_t_8);
            __Pyx_XGIVEREF(__pyx_t_9);
            __Pyx_XGIVEREF(__pyx_t_10);
            __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
            goto __pyx_L6_return;
            __pyx_L10_exception_handled:;
            __Pyx_XGIVEREF(__pyx_t_8);
            __Pyx_XGIVEREF(__pyx_t_9);
            __Pyx_XGIVEREF(__pyx_t_10);
            __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
          }
        }
        /*finally:*/ {
          /*normal exit:*/{
            if (__pyx_t_6) {
              __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_tuple__4, NULL);
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
              if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 224, __pyx_L1_error)
              __Pyx_GOTREF(__pyx_t_10);
              __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            }
            goto __pyx_L8;
          }
          __pyx_L6_return: {
            __pyx_t_10 = __pyx_r;
            __pyx_r = 0;
            if (__pyx_t_6) {
              __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_tuple__4, NULL);
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
              if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 224, __pyx_L1_error)
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
            }
            __pyx_r = __pyx_t_10;
            __pyx_t_10 = 0;
            goto __pyx_L0;
          }
          __pyx_L8:;
        }
        goto __pyx_L18;
        __pyx_L5_error:;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        goto __pyx_L1_error;
        __pyx_L18:;
      }

      /* "lensmc/src/cython/galaxy_model.pyx":223
 *     # otherwise generate and save it to provided filename or aux directory (as a default)
 *     if cache_file is not None:
 *         if os.path.isfile(cache_file):             # <<<<<<<<<<<<<<
 *             with open(cache_file, 'rb') as fo:
 *                 return pickle.load(fo)
 */
    }

    /* "lensmc/src/cython/galaxy_model.pyx":222
 *     # check all filenames, provided or standard paths
 *     # otherwise generate and save it to provided filename or aux directory (as a default)
 *     if cache_file is not None:             # <<<<<<<<<<<<<<
 *         if os.path.isfile(cache_file):
 *             with open(cache_file, 'rb') as fo:
 */
    goto __pyx_L3;
  }

  /* "lensmc/src/cython/galaxy_model.pyx":227
 *                 return pickle.load(fo)
 *     else:
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]             # <<<<<<<<<<<<<<
 *         for f in cache_files:
 *             if f is not None and os.path.isfile(f):
 */
  /*else*/ {
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_os); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_path); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_join); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_lensmc_path); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = __Pyx_GetItemInt(__pyx_t_4, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_13 = 0;
    __pyx_t_14 = 127;
    __Pyx_INCREF(__pyx_kp_u_aux_cache);
    __pyx_t_13 += 10;
    __Pyx_GIVEREF(__pyx_kp_u_aux_cache);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_kp_u_aux_cache);
    __pyx_t_15 = __Pyx_PyObject_FormatSimple(__pyx_v_oversampling, __pyx_empty_unicode); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __pyx_t_14 = (__Pyx_PyUnicode_MAX_CHAR_VALUE(__pyx_t_15) > __pyx_t_14) ? __Pyx_PyUnicode_MAX_CHAR_VALUE(__pyx_t_15) : __pyx_t_14;
    __pyx_t_13 += __Pyx_PyUnicode_GET_LENGTH(__pyx_t_15);
    __Pyx_GIVEREF(__pyx_t_15);
    PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_15);
    __pyx_t_15 = 0;
    __Pyx_INCREF(__pyx_kp_u_x_bin);
    __pyx_t_13 += 5;
    __Pyx_GIVEREF(__pyx_kp_u_x_bin);
    PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_kp_u_x_bin);
    __pyx_t_15 = __Pyx_PyUnicode_Join(__pyx_t_4, 3, __pyx_t_13, __pyx_t_14); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (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);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[3] = {__pyx_t_4, __pyx_t_7, __pyx_t_15};
      __pyx_t_3 = __Pyx_PyObject_FastCall(__pyx_t_2, __pyx_callargs+1-__pyx_t_5, 2+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 227, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_resource_filename); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_15 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_tuple__5, NULL); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = PyList_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 227, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3);
    if (__Pyx_PyList_SET_ITEM(__pyx_t_2, 0, __pyx_t_3)) __PYX_ERR(0, 227, __pyx_L1_error);
    __Pyx_GIVEREF(__pyx_t_15);
    if (__Pyx_PyList_SET_ITEM(__pyx_t_2, 1, __pyx_t_15)) __PYX_ERR(0, 227, __pyx_L1_error);
    __pyx_t_3 = 0;
    __pyx_t_15 = 0;
    __pyx_v_cache_files = ((PyObject*)__pyx_t_2);
    __pyx_t_2 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":228
 *     else:
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]
 *         for f in cache_files:             # <<<<<<<<<<<<<<
 *             if f is not None and os.path.isfile(f):
 *                 with open(f, 'rb') as fo:
 */
    __pyx_t_2 = __pyx_v_cache_files; __Pyx_INCREF(__pyx_t_2);
    __pyx_t_13 = 0;
    for (;;) {
      {
        Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_2);
        #if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 228, __pyx_L1_error)
        #endif
        if (__pyx_t_13 >= __pyx_temp) break;
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      __pyx_t_15 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; if (unlikely((0 < 0))) __PYX_ERR(0, 228, __pyx_L1_error)
      #else
      __pyx_t_15 = __Pyx_PySequence_ITEM(__pyx_t_2, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 228, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_15);
      #endif
      __Pyx_XDECREF_SET(__pyx_v_f, __pyx_t_15);
      __pyx_t_15 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":229
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]
 *         for f in cache_files:
 *             if f is not None and os.path.isfile(f):             # <<<<<<<<<<<<<<
 *                 with open(f, 'rb') as fo:
 *                     return pickle.load(fo)
 */
      __pyx_t_1 = (__pyx_v_f != Py_None);
      if (__pyx_t_1) {
      } else {
        __pyx_t_12 = __pyx_t_1;
        goto __pyx_L22_bool_binop_done;
      }
      __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_os); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 229, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_path); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 229, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_isfile); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 229, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = NULL;
      __pyx_t_5 = 0;
      #if CYTHON_UNPACK_METHODS
      if (likely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_7)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_7);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
          __pyx_t_5 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_7, __pyx_v_f};
        __pyx_t_15 = __Pyx_PyObject_FastCall(__pyx_t_3, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 229, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_15);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      }
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_15); if (unlikely((__pyx_t_1 < 0))) __PYX_ERR(0, 229, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
      __pyx_t_12 = __pyx_t_1;
      __pyx_L22_bool_binop_done:;
      if (__pyx_t_12) {

        /* "lensmc/src/cython/galaxy_model.pyx":230
 *         for f in cache_files:
 *             if f is not None and os.path.isfile(f):
 *                 with open(f, 'rb') as fo:             # <<<<<<<<<<<<<<
 *                     return pickle.load(fo)
 *     cache_file = cache_file if cache_file is not None else cache_files[0]
 */
        /*with:*/ {
          __pyx_t_15 = PyTuple_New(2); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 230, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_15);
          __Pyx_INCREF(__pyx_v_f);
          __Pyx_GIVEREF(__pyx_v_f);
          if (__Pyx_PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_v_f)) __PYX_ERR(0, 230, __pyx_L1_error);
          __Pyx_INCREF(__pyx_n_u_rb);
          __Pyx_GIVEREF(__pyx_n_u_rb);
          if (__Pyx_PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_n_u_rb)) __PYX_ERR(0, 230, __pyx_L1_error);
          __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_open, __pyx_t_15, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 230, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_3);
          __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
          __pyx_t_6 = __Pyx_PyObject_LookupSpecial(__pyx_t_3, __pyx_n_s_exit); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 230, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_6);
          __pyx_t_7 = __Pyx_PyObject_LookupSpecial(__pyx_t_3, __pyx_n_s_enter); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 230, __pyx_L24_error)
          __Pyx_GOTREF(__pyx_t_7);
          __pyx_t_4 = NULL;
          __pyx_t_5 = 0;
          #if CYTHON_UNPACK_METHODS
          if (likely(PyMethod_Check(__pyx_t_7))) {
            __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_7);
            if (likely(__pyx_t_4)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
              __Pyx_INCREF(__pyx_t_4);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_7, function);
              __pyx_t_5 = 1;
            }
          }
          #endif
          {
            PyObject *__pyx_callargs[2] = {__pyx_t_4, NULL};
            __pyx_t_15 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_5, 0+__pyx_t_5);
            __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
            if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 230, __pyx_L24_error)
            __Pyx_GOTREF(__pyx_t_15);
            __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
          }
          __pyx_t_7 = __pyx_t_15;
          __pyx_t_15 = 0;
          __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          /*try:*/ {
            {
              __Pyx_PyThreadState_declare
              __Pyx_PyThreadState_assign
              __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
              __Pyx_XGOTREF(__pyx_t_10);
              __Pyx_XGOTREF(__pyx_t_9);
              __Pyx_XGOTREF(__pyx_t_8);
              /*try:*/ {
                __Pyx_XDECREF_SET(__pyx_v_fo, __pyx_t_7);
                __pyx_t_7 = 0;

                /* "lensmc/src/cython/galaxy_model.pyx":231
 *             if f is not None and os.path.isfile(f):
 *                 with open(f, 'rb') as fo:
 *                     return pickle.load(fo)             # <<<<<<<<<<<<<<
 *     cache_file = cache_file if cache_file is not None else cache_files[0]
 * 
 */
                __Pyx_XDECREF(__pyx_r);
                __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_pickle); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 231, __pyx_L30_error)
                __Pyx_GOTREF(__pyx_t_3);
                __pyx_t_15 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_load); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 231, __pyx_L30_error)
                __Pyx_GOTREF(__pyx_t_15);
                __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
                __pyx_t_3 = NULL;
                __pyx_t_5 = 0;
                #if CYTHON_UNPACK_METHODS
                if (unlikely(PyMethod_Check(__pyx_t_15))) {
                  __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_15);
                  if (likely(__pyx_t_3)) {
                    PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_15);
                    __Pyx_INCREF(__pyx_t_3);
                    __Pyx_INCREF(function);
                    __Pyx_DECREF_SET(__pyx_t_15, function);
                    __pyx_t_5 = 1;
                  }
                }
                #endif
                {
                  PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_fo};
                  __pyx_t_7 = __Pyx_PyObject_FastCall(__pyx_t_15, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
                  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
                  if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 231, __pyx_L30_error)
                  __Pyx_GOTREF(__pyx_t_7);
                  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
                }
                __pyx_r = __pyx_t_7;
                __pyx_t_7 = 0;
                __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
                goto __pyx_L34_try_return;

                /* "lensmc/src/cython/galaxy_model.pyx":230
 *         for f in cache_files:
 *             if f is not None and os.path.isfile(f):
 *                 with open(f, 'rb') as fo:             # <<<<<<<<<<<<<<
 *                     return pickle.load(fo)
 *     cache_file = cache_file if cache_file is not None else cache_files[0]
 */
              }
              __pyx_L30_error:;
              __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
              __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
              __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
              __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
              /*except:*/ {
                __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates", __pyx_clineno, __pyx_lineno, __pyx_filename);
                if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_15, &__pyx_t_3) < 0) __PYX_ERR(0, 230, __pyx_L32_except_error)
                __Pyx_XGOTREF(__pyx_t_7);
                __Pyx_XGOTREF(__pyx_t_15);
                __Pyx_XGOTREF(__pyx_t_3);
                __pyx_t_4 = PyTuple_Pack(3, __pyx_t_7, __pyx_t_15, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 230, __pyx_L32_except_error)
                __Pyx_GOTREF(__pyx_t_4);
                __pyx_t_11 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_4, NULL);
                __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
                __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
                if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 230, __pyx_L32_except_error)
                __Pyx_GOTREF(__pyx_t_11);
                __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_11);
                __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
                if (__pyx_t_12 < 0) __PYX_ERR(0, 230, __pyx_L32_except_error)
                __pyx_t_1 = (!__pyx_t_12);
                if (unlikely(__pyx_t_1)) {
                  __Pyx_GIVEREF(__pyx_t_7);
                  __Pyx_GIVEREF(__pyx_t_15);
                  __Pyx_XGIVEREF(__pyx_t_3);
                  __Pyx_ErrRestoreWithState(__pyx_t_7, __pyx_t_15, __pyx_t_3);
                  __pyx_t_7 = 0; __pyx_t_15 = 0; __pyx_t_3 = 0; 
                  __PYX_ERR(0, 230, __pyx_L32_except_error)
                }
                __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
                __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
                __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
                goto __pyx_L31_exception_handled;
              }
              __pyx_L32_except_error:;
              __Pyx_XGIVEREF(__pyx_t_10);
              __Pyx_XGIVEREF(__pyx_t_9);
              __Pyx_XGIVEREF(__pyx_t_8);
              __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
              goto __pyx_L1_error;
              __pyx_L34_try_return:;
              __Pyx_XGIVEREF(__pyx_t_10);
              __Pyx_XGIVEREF(__pyx_t_9);
              __Pyx_XGIVEREF(__pyx_t_8);
              __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
              goto __pyx_L27_return;
              __pyx_L31_exception_handled:;
              __Pyx_XGIVEREF(__pyx_t_10);
              __Pyx_XGIVEREF(__pyx_t_9);
              __Pyx_XGIVEREF(__pyx_t_8);
              __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
            }
          }
          /*finally:*/ {
            /*normal exit:*/{
              if (__pyx_t_6) {
                __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_tuple__4, NULL);
                __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
                if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 230, __pyx_L1_error)
                __Pyx_GOTREF(__pyx_t_8);
                __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
              }
              goto __pyx_L29;
            }
            __pyx_L27_return: {
              __pyx_t_8 = __pyx_r;
              __pyx_r = 0;
              if (__pyx_t_6) {
                __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_tuple__4, NULL);
                __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
                if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 230, __pyx_L1_error)
                __Pyx_GOTREF(__pyx_t_9);
                __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
              }
              __pyx_r = __pyx_t_8;
              __pyx_t_8 = 0;
              goto __pyx_L0;
            }
            __pyx_L29:;
          }
          goto __pyx_L41;
          __pyx_L24_error:;
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          goto __pyx_L1_error;
          __pyx_L41:;
        }

        /* "lensmc/src/cython/galaxy_model.pyx":229
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]
 *         for f in cache_files:
 *             if f is not None and os.path.isfile(f):             # <<<<<<<<<<<<<<
 *                 with open(f, 'rb') as fo:
 *                     return pickle.load(fo)
 */
      }

      /* "lensmc/src/cython/galaxy_model.pyx":228
 *     else:
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]
 *         for f in cache_files:             # <<<<<<<<<<<<<<
 *             if f is not None and os.path.isfile(f):
 *                 with open(f, 'rb') as fo:
 */
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __pyx_L3:;

  /* "lensmc/src/cython/galaxy_model.pyx":232
 *                 with open(f, 'rb') as fo:
 *                     return pickle.load(fo)
 *     cache_file = cache_file if cache_file is not None else cache_files[0]             # <<<<<<<<<<<<<<
 * 
 *     cdef np.ndarray[np.float64_t, ndim=2, mode="c"] model = np.zeros((mdim, mdim), dtype=np.float64)
 */
  __pyx_t_1 = (__pyx_v_cache_file != Py_None);
  if (__pyx_t_1) {
    __Pyx_INCREF(__pyx_v_cache_file);
    __pyx_t_2 = __pyx_v_cache_file;
  } else {
    if (unlikely(!__pyx_v_cache_files)) { __Pyx_RaiseUnboundLocalError("cache_files"); __PYX_ERR(0, 232, __pyx_L1_error) }
    __pyx_t_3 = __Pyx_GetItemInt_List(__pyx_v_cache_files, 0, long, 1, __Pyx_PyInt_From_long, 1, 0, 1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 232, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __pyx_t_3;
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF_SET(__pyx_v_cache_file, __pyx_t_2);
  __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":234
 *     cache_file = cache_file if cache_file is not None else cache_files[0]
 * 
 *     cdef np.ndarray[np.float64_t, ndim=2, mode="c"] model = np.zeros((mdim, mdim), dtype=np.float64)             # <<<<<<<<<<<<<<
 *     cdef np.ndarray[np.complex128_t, ndim=2, mode="c"] model_ft = np.zeros((mdim, mdim // 2 + 1), dtype=np.complex128)
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mdim);
  __Pyx_GIVEREF(__pyx_v_mdim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mdim)) __PYX_ERR(0, 234, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_mdim);
  __Pyx_GIVEREF(__pyx_v_mdim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_mdim)) __PYX_ERR(0, 234, __pyx_L1_error);
  __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __Pyx_GIVEREF(__pyx_t_2);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_float64); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_4) < 0) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_15, __pyx_t_2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 234, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 234, __pyx_L1_error)
  __pyx_t_16 = ((PyArrayObject *)__pyx_t_4);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_model.rcbuffer->pybuffer, (PyObject*)__pyx_t_16, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
      __pyx_v_model = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_model.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 234, __pyx_L1_error)
    } else {__pyx_pybuffernd_model.diminfo[0].strides = __pyx_pybuffernd_model.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_model.diminfo[0].shape = __pyx_pybuffernd_model.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_model.diminfo[1].strides = __pyx_pybuffernd_model.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_model.diminfo[1].shape = __pyx_pybuffernd_model.rcbuffer->pybuffer.shape[1];
    }
  }
  __pyx_t_16 = 0;
  __pyx_v_model = ((PyArrayObject *)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":235
 * 
 *     cdef np.ndarray[np.float64_t, ndim=2, mode="c"] model = np.zeros((mdim, mdim), dtype=np.float64)
 *     cdef np.ndarray[np.complex128_t, ndim=2, mode="c"] model_ft = np.zeros((mdim, mdim // 2 + 1), dtype=np.complex128)             # <<<<<<<<<<<<<<
 * 
 *     print('Generating model templates cache, this may take a while...')
 */
  __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_zeros); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyInt_FloorDivideObjC(__pyx_v_mdim, __pyx_int_2, 2, 0, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_15 = __Pyx_PyInt_AddObjC(__pyx_t_4, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_v_mdim);
  __Pyx_GIVEREF(__pyx_v_mdim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_mdim)) __PYX_ERR(0, 235, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_15);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_15)) __PYX_ERR(0, 235, __pyx_L1_error);
  __pyx_t_15 = 0;
  __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __Pyx_GIVEREF(__pyx_t_4);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_t_4)) __PYX_ERR(0, 235, __pyx_L1_error);
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_complex128); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_7) < 0) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_15, __pyx_t_4); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_7) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 235, __pyx_L1_error)
  __pyx_t_17 = ((PyArrayObject *)__pyx_t_7);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_model_ft.rcbuffer->pybuffer, (PyObject*)__pyx_t_17, &__Pyx_TypeInfo___pyx_t_double_complex, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 2, 0, __pyx_stack) == -1)) {
      __pyx_v_model_ft = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.buf = NULL;
      __PYX_ERR(0, 235, __pyx_L1_error)
    } else {__pyx_pybuffernd_model_ft.diminfo[0].strides = __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_model_ft.diminfo[0].shape = __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_model_ft.diminfo[1].strides = __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_model_ft.diminfo[1].shape = __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.shape[1];
    }
  }
  __pyx_t_17 = 0;
  __pyx_v_model_ft = ((PyArrayObject *)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":237
 *     cdef np.ndarray[np.complex128_t, ndim=2, mode="c"] model_ft = np.zeros((mdim, mdim // 2 + 1), dtype=np.complex128)
 * 
 *     print('Generating model templates cache, this may take a while...')             # <<<<<<<<<<<<<<
 * 
 *     # FFTW plan
 */
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_print, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 237, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":240
 * 
 *     # FFTW plan
 *     fftw_plan = pyfftw.FFTW(model, model_ft, axes=(0, 1), threads=1, flags=fftw_flags)             # <<<<<<<<<<<<<<
 *     fftw_plan()
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_pyfftw); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 240, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_FFTW); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 240, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 240, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_INCREF((PyObject *)__pyx_v_model);
  __Pyx_GIVEREF((PyObject *)__pyx_v_model);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_v_model))) __PYX_ERR(0, 240, __pyx_L1_error);
  __Pyx_INCREF((PyObject *)__pyx_v_model_ft);
  __Pyx_GIVEREF((PyObject *)__pyx_v_model_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_7, 1, ((PyObject *)__pyx_v_model_ft))) __PYX_ERR(0, 240, __pyx_L1_error);
  __pyx_t_15 = __Pyx_PyDict_NewPresized(3); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 240, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_s_axes, __pyx_tuple__7) < 0) __PYX_ERR(0, 240, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_s_threads, __pyx_int_1) < 0) __PYX_ERR(0, 240, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_s_flags, __pyx_v_fftw_flags) < 0) __PYX_ERR(0, 240, __pyx_L1_error)
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, __pyx_t_15); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 240, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
  __pyx_v_fftw_plan = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":241
 *     # FFTW plan
 *     fftw_plan = pyfftw.FFTW(model, model_ft, axes=(0, 1), threads=1, flags=fftw_flags)
 *     fftw_plan()             # <<<<<<<<<<<<<<
 * 
 *     # galaxy model internal oversampling - not to confuse with the external oversampling
 */
  __Pyx_INCREF(__pyx_v_fftw_plan);
  __pyx_t_15 = __pyx_v_fftw_plan; __pyx_t_7 = NULL;
  __pyx_t_5 = 0;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_15))) {
    __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_15);
    if (likely(__pyx_t_7)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_15);
      __Pyx_INCREF(__pyx_t_7);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_15, function);
      __pyx_t_5 = 1;
    }
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_7, NULL};
    __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_15, __pyx_callargs+1-__pyx_t_5, 0+__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 241, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":250
 *     # so we get this interpolating function osampl = 8.08333 n - 9.375 n^2 + 6.29167 n^3
 * 
 *     def model_oversampling_fcn(n):             # <<<<<<<<<<<<<<
 *         return int(8.08333 * n - 9.375 * n ** 2 + 6.29167 * n ** 3)
 * 
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_18generate_templates_1model_oversampling_fcn, 0, __pyx_n_s_generate_templates_locals_model, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__9)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 250, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_model_oversampling_fcn = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":254
 * 
 *     # define length of bulge and disc Sersic indices tuple
 *     n_n_bulge = len(n_bulge)             # <<<<<<<<<<<<<<
 *     n_n_disc = len(n_disc)
 * 
 */
  __pyx_t_13 = PyObject_Length(__pyx_v_n_bulge); if (unlikely(__pyx_t_13 == ((Py_ssize_t)-1))) __PYX_ERR(0, 254, __pyx_L1_error)
  __pyx_v_n_n_bulge = __pyx_t_13;

  /* "lensmc/src/cython/galaxy_model.pyx":255
 *     # define length of bulge and disc Sersic indices tuple
 *     n_n_bulge = len(n_bulge)
 *     n_n_disc = len(n_disc)             # <<<<<<<<<<<<<<
 * 
 *     # calculate the correct normalisation
 */
  __pyx_t_13 = PyObject_Length(__pyx_v_n_disc); if (unlikely(__pyx_t_13 == ((Py_ssize_t)-1))) __PYX_ERR(0, 255, __pyx_L1_error)
  __pyx_v_n_n_disc = __pyx_t_13;

  /* "lensmc/src/cython/galaxy_model.pyx":260
 *     # make sure the bulge effective radius is half-light
 *     # whereas the disc effective radius is always exponential
 *     a_bulge = tuple(2 * n - 0.331 for n in n_bulge)             # <<<<<<<<<<<<<<
 *     a_disc = (1,) * n_n_disc
 * 
 */
  __pyx_t_2 = __pyx_pf_6lensmc_12galaxy_model_18generate_templates_2genexpr(NULL, __pyx_v_n_bulge); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 260, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_15 = __Pyx_PySequence_Tuple(__pyx_t_2); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 260, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_a_bulge = ((PyObject*)__pyx_t_15);
  __pyx_t_15 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":261
 *     # whereas the disc effective radius is always exponential
 *     a_bulge = tuple(2 * n - 0.331 for n in n_bulge)
 *     a_disc = (1,) * n_n_disc             # <<<<<<<<<<<<<<
 * 
 *     # initialise output dictionary
 */
  __pyx_t_15 = __Pyx_PySequence_Multiply(__pyx_tuple__10, __pyx_v_n_n_disc); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 261, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __pyx_v_a_disc = ((PyObject*)__pyx_t_15);
  __pyx_t_15 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":264
 * 
 *     # initialise output dictionary
 *     templates = {'rfiducial': tuple(rfiducial),             # <<<<<<<<<<<<<<
 *                  'mdim': mdim,
 *                  'oversampling': oversampling,
 */
  __pyx_t_15 = __Pyx_PyDict_NewPresized(9); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __pyx_t_2 = __Pyx_PySequence_Tuple(__pyx_v_rfiducial); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_rfiducial, __pyx_t_2) < 0) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":265
 *     # initialise output dictionary
 *     templates = {'rfiducial': tuple(rfiducial),
 *                  'mdim': mdim,             # <<<<<<<<<<<<<<
 *                  'oversampling': oversampling,
 *                  'n_bulge': tuple(n_bulge),
 */
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_mdim, __pyx_v_mdim) < 0) __PYX_ERR(0, 264, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":266
 *     templates = {'rfiducial': tuple(rfiducial),
 *                  'mdim': mdim,
 *                  'oversampling': oversampling,             # <<<<<<<<<<<<<<
 *                  'n_bulge': tuple(n_bulge),
 *                  'n_disc': tuple(n_disc),
 */
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_oversampling, __pyx_v_oversampling) < 0) __PYX_ERR(0, 264, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":267
 *                  'mdim': mdim,
 *                  'oversampling': oversampling,
 *                  'n_bulge': tuple(n_bulge),             # <<<<<<<<<<<<<<
 *                  'n_disc': tuple(n_disc),
 *                  'a_bulge': a_bulge,
 */
  __pyx_t_2 = __Pyx_PySequence_Tuple(__pyx_v_n_bulge); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 267, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_n_bulge, __pyx_t_2) < 0) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":268
 *                  'oversampling': oversampling,
 *                  'n_bulge': tuple(n_bulge),
 *                  'n_disc': tuple(n_disc),             # <<<<<<<<<<<<<<
 *                  'a_bulge': a_bulge,
 *                  'a_disc': a_disc,
 */
  __pyx_t_2 = __Pyx_PySequence_Tuple(__pyx_v_n_disc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 268, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_n_disc, __pyx_t_2) < 0) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":269
 *                  'n_bulge': tuple(n_bulge),
 *                  'n_disc': tuple(n_disc),
 *                  'a_bulge': a_bulge,             # <<<<<<<<<<<<<<
 *                  'a_disc': a_disc,
 *                  'bulge_ht': [None] * n_n_bulge,
 */
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_a_bulge, __pyx_v_a_bulge) < 0) __PYX_ERR(0, 264, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":270
 *                  'n_disc': tuple(n_disc),
 *                  'a_bulge': a_bulge,
 *                  'a_disc': a_disc,             # <<<<<<<<<<<<<<
 *                  'bulge_ht': [None] * n_n_bulge,
 *                  'disc_ht': [None] * n_n_disc}
 */
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_a_disc, __pyx_v_a_disc) < 0) __PYX_ERR(0, 264, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":271
 *                  'a_bulge': a_bulge,
 *                  'a_disc': a_disc,
 *                  'bulge_ht': [None] * n_n_bulge,             # <<<<<<<<<<<<<<
 *                  'disc_ht': [None] * n_n_disc}
 * 
 */
  __pyx_t_2 = PyList_New(1 * ((__pyx_v_n_n_bulge<0) ? 0:__pyx_v_n_n_bulge)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 271, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  { Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < __pyx_v_n_n_bulge; __pyx_temp++) {
      __Pyx_INCREF(Py_None);
      __Pyx_GIVEREF(Py_None);
      if (__Pyx_PyList_SET_ITEM(__pyx_t_2, __pyx_temp, Py_None)) __PYX_ERR(0, 271, __pyx_L1_error);
    }
  }
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_bulge_ht, __pyx_t_2) < 0) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":272
 *                  'a_disc': a_disc,
 *                  'bulge_ht': [None] * n_n_bulge,
 *                  'disc_ht': [None] * n_n_disc}             # <<<<<<<<<<<<<<
 * 
 *     # bulge: loop over Sersic indices and fiducial sizes
 */
  __pyx_t_2 = PyList_New(1 * ((__pyx_v_n_n_disc<0) ? 0:__pyx_v_n_n_disc)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 272, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  { Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < __pyx_v_n_n_disc; __pyx_temp++) {
      __Pyx_INCREF(Py_None);
      __Pyx_GIVEREF(Py_None);
      if (__Pyx_PyList_SET_ITEM(__pyx_t_2, __pyx_temp, Py_None)) __PYX_ERR(0, 272, __pyx_L1_error);
    }
  }
  if (PyDict_SetItem(__pyx_t_15, __pyx_n_u_disc_ht, __pyx_t_2) < 0) __PYX_ERR(0, 264, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_templates = ((PyObject*)__pyx_t_15);
  __pyx_t_15 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":275
 * 
 *     # bulge: loop over Sersic indices and fiducial sizes
 *     for jj in range(n_n_bulge):             # <<<<<<<<<<<<<<
 * 
 *         print(f'Bulge Sersic index n={n_bulge[jj]}...')
 */
  __pyx_t_13 = __pyx_v_n_n_bulge;
  __pyx_t_18 = __pyx_t_13;
  for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19+=1) {
    __pyx_v_jj = __pyx_t_19;

    /* "lensmc/src/cython/galaxy_model.pyx":277
 *     for jj in range(n_n_bulge):
 * 
 *         print(f'Bulge Sersic index n={n_bulge[jj]}...')             # <<<<<<<<<<<<<<
 * 
 *         model_ht = [0] * n_rfiducial
 */
    __pyx_t_15 = PyTuple_New(3); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 277, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __pyx_t_20 = 0;
    __pyx_t_14 = 127;
    __Pyx_INCREF(__pyx_kp_u_Bulge_Sersic_index_n);
    __pyx_t_20 += 21;
    __Pyx_GIVEREF(__pyx_kp_u_Bulge_Sersic_index_n);
    PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_kp_u_Bulge_Sersic_index_n);
    __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_n_bulge, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 277, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_7 = __Pyx_PyObject_FormatSimple(__pyx_t_2, __pyx_empty_unicode); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 277, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_14 = (__Pyx_PyUnicode_MAX_CHAR_VALUE(__pyx_t_7) > __pyx_t_14) ? __Pyx_PyUnicode_MAX_CHAR_VALUE(__pyx_t_7) : __pyx_t_14;
    __pyx_t_20 += __Pyx_PyUnicode_GET_LENGTH(__pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_t_7);
    __pyx_t_7 = 0;
    __Pyx_INCREF(__pyx_kp_u__11);
    __pyx_t_20 += 3;
    __Pyx_GIVEREF(__pyx_kp_u__11);
    PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_kp_u__11);
    __pyx_t_7 = __Pyx_PyUnicode_Join(__pyx_t_15, 3, __pyx_t_20, __pyx_t_14); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 277, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    __pyx_t_15 = __Pyx_PyObject_CallOneArg(__pyx_builtin_print, __pyx_t_7); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 277, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":279
 *         print(f'Bulge Sersic index n={n_bulge[jj]}...')
 * 
 *         model_ht = [0] * n_rfiducial             # <<<<<<<<<<<<<<
 *         model_oversampling = model_oversampling_fcn(n_bulge[jj])
 *         for ii in range(n_rfiducial):
 */
    __Pyx_GetModuleGlobalName(__pyx_t_15, __pyx_n_s_n_rfiducial); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 279, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __pyx_t_7 = PyList_New(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 279, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_INCREF(__pyx_int_0);
    __Pyx_GIVEREF(__pyx_int_0);
    if (__Pyx_PyList_SET_ITEM(__pyx_t_7, 0, __pyx_int_0)) __PYX_ERR(0, 279, __pyx_L1_error);
    { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_7, __pyx_t_15); if (unlikely(!__pyx_temp)) __PYX_ERR(0, 279, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_temp);
      __Pyx_DECREF(__pyx_t_7);
      __pyx_t_7 = __pyx_temp;
    }
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    __Pyx_XDECREF_SET(__pyx_v_model_ht, ((PyObject*)__pyx_t_7));
    __pyx_t_7 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":280
 * 
 *         model_ht = [0] * n_rfiducial
 *         model_oversampling = model_oversampling_fcn(n_bulge[jj])             # <<<<<<<<<<<<<<
 *         for ii in range(n_rfiducial):
 *             # generate circular galaxy template
 */
    __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_n_bulge, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 280, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_15 = __pyx_pf_6lensmc_12galaxy_model_18generate_templates_model_oversampling_fcn(__pyx_v_model_oversampling_fcn, __pyx_t_7); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 280, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF_SET(__pyx_v_model_oversampling, __pyx_t_15);
    __pyx_t_15 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":281
 *         model_ht = [0] * n_rfiducial
 *         model_oversampling = model_oversampling_fcn(n_bulge[jj])
 *         for ii in range(n_rfiducial):             # <<<<<<<<<<<<<<
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_bulge[jj], a_bulge[jj], rfiducial[ii] * oversampling, mdim,
 */
    __Pyx_GetModuleGlobalName(__pyx_t_15, __pyx_n_s_n_rfiducial); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 281, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_15); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 281, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    if (likely(PyList_CheckExact(__pyx_t_7)) || PyTuple_CheckExact(__pyx_t_7)) {
      __pyx_t_15 = __pyx_t_7; __Pyx_INCREF(__pyx_t_15);
      __pyx_t_20 = 0;
      __pyx_t_21 = NULL;
    } else {
      __pyx_t_20 = -1; __pyx_t_15 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 281, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_15);
      __pyx_t_21 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_15); if (unlikely(!__pyx_t_21)) __PYX_ERR(0, 281, __pyx_L1_error)
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    for (;;) {
      if (likely(!__pyx_t_21)) {
        if (likely(PyList_CheckExact(__pyx_t_15))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_15);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 281, __pyx_L1_error)
            #endif
            if (__pyx_t_20 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_7 = PyList_GET_ITEM(__pyx_t_15, __pyx_t_20); __Pyx_INCREF(__pyx_t_7); __pyx_t_20++; if (unlikely((0 < 0))) __PYX_ERR(0, 281, __pyx_L1_error)
          #else
          __pyx_t_7 = __Pyx_PySequence_ITEM(__pyx_t_15, __pyx_t_20); __pyx_t_20++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 281, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_7);
          #endif
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_15);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 281, __pyx_L1_error)
            #endif
            if (__pyx_t_20 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_15, __pyx_t_20); __Pyx_INCREF(__pyx_t_7); __pyx_t_20++; if (unlikely((0 < 0))) __PYX_ERR(0, 281, __pyx_L1_error)
          #else
          __pyx_t_7 = __Pyx_PySequence_ITEM(__pyx_t_15, __pyx_t_20); __pyx_t_20++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 281, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_7);
          #endif
        }
      } else {
        __pyx_t_7 = __pyx_t_21(__pyx_t_15);
        if (unlikely(!__pyx_t_7)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 281, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_7);
      }
      __Pyx_XDECREF_SET(__pyx_v_ii, __pyx_t_7);
      __pyx_t_7 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":283
 *         for ii in range(n_rfiducial):
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_bulge[jj], a_bulge[jj], rfiducial[ii] * oversampling, mdim,             # <<<<<<<<<<<<<<
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 */
      __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_n_bulge, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_22 = __pyx_PyFloat_AsDouble(__pyx_t_7); if (unlikely((__pyx_t_22 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_GetItemInt_Tuple(__pyx_v_a_bulge, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_23 = __pyx_PyFloat_AsDouble(__pyx_t_7); if (unlikely((__pyx_t_23 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_v_rfiducial, __pyx_v_ii); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_2 = PyNumber_Multiply(__pyx_t_7, __pyx_v_oversampling); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_24 = __pyx_PyFloat_AsDouble(__pyx_t_2); if (unlikely((__pyx_t_24 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 283, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_v_mdim); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 283, __pyx_L1_error)

      /* "lensmc/src/cython/galaxy_model.pyx":284
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_bulge[jj], a_bulge[jj], rfiducial[ii] * oversampling, mdim,
 *                                               model_oversampling, &model[0, 0])             # <<<<<<<<<<<<<<
 *             # inverse swap quadrants
 *             model[:, :] = np.fft.ifftshift(model)
 */
      __pyx_t_25 = __Pyx_PyInt_As_int(__pyx_v_model_oversampling); if (unlikely((__pyx_t_25 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 284, __pyx_L1_error)
      __pyx_t_26 = 0;
      __pyx_t_27 = 0;
      __pyx_t_28 = -1;
      if (__pyx_t_26 < 0) {
        __pyx_t_26 += __pyx_pybuffernd_model.diminfo[0].shape;
        if (unlikely(__pyx_t_26 < 0)) __pyx_t_28 = 0;
      } else if (unlikely(__pyx_t_26 >= __pyx_pybuffernd_model.diminfo[0].shape)) __pyx_t_28 = 0;
      if (__pyx_t_27 < 0) {
        __pyx_t_27 += __pyx_pybuffernd_model.diminfo[1].shape;
        if (unlikely(__pyx_t_27 < 0)) __pyx_t_28 = 1;
      } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_model.diminfo[1].shape)) __pyx_t_28 = 1;
      if (unlikely(__pyx_t_28 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_28);
        __PYX_ERR(0, 284, __pyx_L1_error)
      }

      /* "lensmc/src/cython/galaxy_model.pyx":283
 *         for ii in range(n_rfiducial):
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_bulge[jj], a_bulge[jj], rfiducial[ii] * oversampling, mdim,             # <<<<<<<<<<<<<<
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 */
      make_circular_galaxy(__pyx_t_22, __pyx_t_23, __pyx_t_24, __pyx_t_5, __pyx_t_25, (&(*__Pyx_BufPtrCContig2d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_model.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_model.diminfo[0].strides, __pyx_t_27, __pyx_pybuffernd_model.diminfo[1].strides))));

      /* "lensmc/src/cython/galaxy_model.pyx":286
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 *             model[:, :] = np.fft.ifftshift(model)             # <<<<<<<<<<<<<<
 *             # calculate fft
 *             fftw_plan()
 */
      __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 286, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_fft); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 286, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_ifftshift); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 286, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = NULL;
      __pyx_t_25 = 0;
      #if CYTHON_UNPACK_METHODS
      if (likely(PyMethod_Check(__pyx_t_7))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_7);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_7, function);
          __pyx_t_25 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_4, ((PyObject *)__pyx_v_model)};
        __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_25, 1+__pyx_t_25);
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
        if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 286, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      if (unlikely((PyObject_SetItem(((PyObject *)__pyx_v_model), __pyx_tuple__13, __pyx_t_2) < 0))) __PYX_ERR(0, 286, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":288
 *             model[:, :] = np.fft.ifftshift(model)
 *             # calculate fft
 *             fftw_plan()             # <<<<<<<<<<<<<<
 *             # take the Hankel transform and store
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)
 */
      __Pyx_INCREF(__pyx_v_fftw_plan);
      __pyx_t_7 = __pyx_v_fftw_plan; __pyx_t_4 = NULL;
      __pyx_t_25 = 0;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_7))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_7);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_7, function);
          __pyx_t_25 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_4, NULL};
        __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_25, 0+__pyx_t_25);
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
        if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 288, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":290
 *             fftw_plan()
 *             # take the Hankel transform and store
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)             # <<<<<<<<<<<<<<
 *         templates['bulge_ht'][jj] = tuple(model_ht)
 *     templates['bulge_ht'] = tuple(templates['bulge_ht'])
 */
      __pyx_t_7 = __Pyx_GetItemInt(((PyObject *)__pyx_v_model_ft), 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 290, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_real); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 290, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_27 = 0;
      __pyx_t_26 = 0;
      __pyx_t_25 = -1;
      if (__pyx_t_27 < 0) {
        __pyx_t_27 += __pyx_pybuffernd_model_ft.diminfo[0].shape;
        if (unlikely(__pyx_t_27 < 0)) __pyx_t_25 = 0;
      } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_model_ft.diminfo[0].shape)) __pyx_t_25 = 0;
      if (__pyx_t_26 < 0) {
        __pyx_t_26 += __pyx_pybuffernd_model_ft.diminfo[1].shape;
        if (unlikely(__pyx_t_26 < 0)) __pyx_t_25 = 1;
      } else if (unlikely(__pyx_t_26 >= __pyx_pybuffernd_model_ft.diminfo[1].shape)) __pyx_t_25 = 1;
      if (unlikely(__pyx_t_25 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_25);
        __PYX_ERR(0, 290, __pyx_L1_error)
      }
      __pyx_t_7 = PyFloat_FromDouble(__Pyx_CREAL((*__Pyx_BufPtrCContig2d(__pyx_t_double_complex *, __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.buf, __pyx_t_27, __pyx_pybuffernd_model_ft.diminfo[0].strides, __pyx_t_26, __pyx_pybuffernd_model_ft.diminfo[1].strides)))); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 290, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_t_4, __pyx_t_7); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 290, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_astype); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 290, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = NULL;
      __pyx_t_25 = 0;
      #if CYTHON_UNPACK_METHODS
      if (likely(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);
          __pyx_t_25 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_dtype};
        __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_25, 1+__pyx_t_25);
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 290, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      if (unlikely((PyObject_SetItem(__pyx_v_model_ht, __pyx_v_ii, __pyx_t_2) < 0))) __PYX_ERR(0, 290, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":281
 *         model_ht = [0] * n_rfiducial
 *         model_oversampling = model_oversampling_fcn(n_bulge[jj])
 *         for ii in range(n_rfiducial):             # <<<<<<<<<<<<<<
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_bulge[jj], a_bulge[jj], rfiducial[ii] * oversampling, mdim,
 */
    }
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":291
 *             # take the Hankel transform and store
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)
 *         templates['bulge_ht'][jj] = tuple(model_ht)             # <<<<<<<<<<<<<<
 *     templates['bulge_ht'] = tuple(templates['bulge_ht'])
 * 
 */
    __pyx_t_15 = PyList_AsTuple(__pyx_v_model_ht); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 291, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_v_templates, __pyx_n_u_bulge_ht); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 291, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    if (unlikely((__Pyx_SetItemInt(__pyx_t_2, __pyx_v_jj, __pyx_t_15, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1) < 0))) __PYX_ERR(0, 291, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
  }

  /* "lensmc/src/cython/galaxy_model.pyx":292
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)
 *         templates['bulge_ht'][jj] = tuple(model_ht)
 *     templates['bulge_ht'] = tuple(templates['bulge_ht'])             # <<<<<<<<<<<<<<
 * 
 *     # disc: loop over Sersic indices and fiducial sizes
 */
  __pyx_t_15 = __Pyx_PyDict_GetItem(__pyx_v_templates, __pyx_n_u_bulge_ht); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 292, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __pyx_t_2 = __Pyx_PySequence_Tuple(__pyx_t_15); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 292, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
  if (unlikely((PyDict_SetItem(__pyx_v_templates, __pyx_n_u_bulge_ht, __pyx_t_2) < 0))) __PYX_ERR(0, 292, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":295
 * 
 *     # disc: loop over Sersic indices and fiducial sizes
 *     for jj in range(n_n_disc):             # <<<<<<<<<<<<<<
 * 
 *         print(f'Disc Sersic index n={n_disc[jj]}...')
 */
  __pyx_t_13 = __pyx_v_n_n_disc;
  __pyx_t_18 = __pyx_t_13;
  for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19+=1) {
    __pyx_v_jj = __pyx_t_19;

    /* "lensmc/src/cython/galaxy_model.pyx":297
 *     for jj in range(n_n_disc):
 * 
 *         print(f'Disc Sersic index n={n_disc[jj]}...')             # <<<<<<<<<<<<<<
 * 
 *         model_ht = [0] * n_rfiducial
 */
    __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 297, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_20 = 0;
    __pyx_t_14 = 127;
    __Pyx_INCREF(__pyx_kp_u_Disc_Sersic_index_n);
    __pyx_t_20 += 20;
    __Pyx_GIVEREF(__pyx_kp_u_Disc_Sersic_index_n);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_kp_u_Disc_Sersic_index_n);
    __pyx_t_15 = __Pyx_GetItemInt(__pyx_v_n_disc, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 297, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __pyx_t_7 = __Pyx_PyObject_FormatSimple(__pyx_t_15, __pyx_empty_unicode); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 297, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    __pyx_t_14 = (__Pyx_PyUnicode_MAX_CHAR_VALUE(__pyx_t_7) > __pyx_t_14) ? __Pyx_PyUnicode_MAX_CHAR_VALUE(__pyx_t_7) : __pyx_t_14;
    __pyx_t_20 += __Pyx_PyUnicode_GET_LENGTH(__pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_7);
    __pyx_t_7 = 0;
    __Pyx_INCREF(__pyx_kp_u__11);
    __pyx_t_20 += 3;
    __Pyx_GIVEREF(__pyx_kp_u__11);
    PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_kp_u__11);
    __pyx_t_7 = __Pyx_PyUnicode_Join(__pyx_t_2, 3, __pyx_t_20, __pyx_t_14); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 297, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_builtin_print, __pyx_t_7); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 297, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":299
 *         print(f'Disc Sersic index n={n_disc[jj]}...')
 * 
 *         model_ht = [0] * n_rfiducial             # <<<<<<<<<<<<<<
 *         model_oversampling = model_oversampling_fcn(n_disc[jj])
 *         for ii in range(n_rfiducial):
 */
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_n_rfiducial); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 299, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_7 = PyList_New(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 299, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_INCREF(__pyx_int_0);
    __Pyx_GIVEREF(__pyx_int_0);
    if (__Pyx_PyList_SET_ITEM(__pyx_t_7, 0, __pyx_int_0)) __PYX_ERR(0, 299, __pyx_L1_error);
    { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_7, __pyx_t_2); if (unlikely(!__pyx_temp)) __PYX_ERR(0, 299, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_temp);
      __Pyx_DECREF(__pyx_t_7);
      __pyx_t_7 = __pyx_temp;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF_SET(__pyx_v_model_ht, ((PyObject*)__pyx_t_7));
    __pyx_t_7 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":300
 * 
 *         model_ht = [0] * n_rfiducial
 *         model_oversampling = model_oversampling_fcn(n_disc[jj])             # <<<<<<<<<<<<<<
 *         for ii in range(n_rfiducial):
 *             # generate circular galaxy template
 */
    __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_n_disc, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 300, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_2 = __pyx_pf_6lensmc_12galaxy_model_18generate_templates_model_oversampling_fcn(__pyx_v_model_oversampling_fcn, __pyx_t_7); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 300, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF_SET(__pyx_v_model_oversampling, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":301
 *         model_ht = [0] * n_rfiducial
 *         model_oversampling = model_oversampling_fcn(n_disc[jj])
 *         for ii in range(n_rfiducial):             # <<<<<<<<<<<<<<
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_disc[jj], a_disc[jj], rfiducial[ii] * oversampling, mdim,
 */
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_n_rfiducial); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 301, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_2); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 301, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (likely(PyList_CheckExact(__pyx_t_7)) || PyTuple_CheckExact(__pyx_t_7)) {
      __pyx_t_2 = __pyx_t_7; __Pyx_INCREF(__pyx_t_2);
      __pyx_t_20 = 0;
      __pyx_t_21 = NULL;
    } else {
      __pyx_t_20 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 301, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_21 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_2); if (unlikely(!__pyx_t_21)) __PYX_ERR(0, 301, __pyx_L1_error)
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    for (;;) {
      if (likely(!__pyx_t_21)) {
        if (likely(PyList_CheckExact(__pyx_t_2))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_2);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 301, __pyx_L1_error)
            #endif
            if (__pyx_t_20 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_7 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_20); __Pyx_INCREF(__pyx_t_7); __pyx_t_20++; if (unlikely((0 < 0))) __PYX_ERR(0, 301, __pyx_L1_error)
          #else
          __pyx_t_7 = __Pyx_PySequence_ITEM(__pyx_t_2, __pyx_t_20); __pyx_t_20++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 301, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_7);
          #endif
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_2);
            #if !CYTHON_ASSUME_SAFE_MACROS
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 301, __pyx_L1_error)
            #endif
            if (__pyx_t_20 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_20); __Pyx_INCREF(__pyx_t_7); __pyx_t_20++; if (unlikely((0 < 0))) __PYX_ERR(0, 301, __pyx_L1_error)
          #else
          __pyx_t_7 = __Pyx_PySequence_ITEM(__pyx_t_2, __pyx_t_20); __pyx_t_20++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 301, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_7);
          #endif
        }
      } else {
        __pyx_t_7 = __pyx_t_21(__pyx_t_2);
        if (unlikely(!__pyx_t_7)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 301, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_7);
      }
      __Pyx_XDECREF_SET(__pyx_v_ii, __pyx_t_7);
      __pyx_t_7 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":303
 *         for ii in range(n_rfiducial):
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_disc[jj], a_disc[jj], rfiducial[ii] * oversampling, mdim,             # <<<<<<<<<<<<<<
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 */
      __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_n_disc, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_24 = __pyx_PyFloat_AsDouble(__pyx_t_7); if (unlikely((__pyx_t_24 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_GetItemInt_Tuple(__pyx_v_a_disc, __pyx_v_jj, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_23 = __pyx_PyFloat_AsDouble(__pyx_t_7); if (unlikely((__pyx_t_23 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_v_rfiducial, __pyx_v_ii); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_15 = PyNumber_Multiply(__pyx_t_7, __pyx_v_oversampling); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_15);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_22 = __pyx_PyFloat_AsDouble(__pyx_t_15); if (unlikely((__pyx_t_22 == (double)-1) && PyErr_Occurred())) __PYX_ERR(0, 303, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
      __pyx_t_25 = __Pyx_PyInt_As_int(__pyx_v_mdim); if (unlikely((__pyx_t_25 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 303, __pyx_L1_error)

      /* "lensmc/src/cython/galaxy_model.pyx":304
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_disc[jj], a_disc[jj], rfiducial[ii] * oversampling, mdim,
 *                                               model_oversampling, &model[0, 0])             # <<<<<<<<<<<<<<
 *             # inverse swap quadrants
 *             model[:, :] = np.fft.ifftshift(model)
 */
      __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_v_model_oversampling); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 304, __pyx_L1_error)
      __pyx_t_26 = 0;
      __pyx_t_27 = 0;
      __pyx_t_28 = -1;
      if (__pyx_t_26 < 0) {
        __pyx_t_26 += __pyx_pybuffernd_model.diminfo[0].shape;
        if (unlikely(__pyx_t_26 < 0)) __pyx_t_28 = 0;
      } else if (unlikely(__pyx_t_26 >= __pyx_pybuffernd_model.diminfo[0].shape)) __pyx_t_28 = 0;
      if (__pyx_t_27 < 0) {
        __pyx_t_27 += __pyx_pybuffernd_model.diminfo[1].shape;
        if (unlikely(__pyx_t_27 < 0)) __pyx_t_28 = 1;
      } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_model.diminfo[1].shape)) __pyx_t_28 = 1;
      if (unlikely(__pyx_t_28 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_28);
        __PYX_ERR(0, 304, __pyx_L1_error)
      }

      /* "lensmc/src/cython/galaxy_model.pyx":303
 *         for ii in range(n_rfiducial):
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_disc[jj], a_disc[jj], rfiducial[ii] * oversampling, mdim,             # <<<<<<<<<<<<<<
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 */
      make_circular_galaxy(__pyx_t_24, __pyx_t_23, __pyx_t_22, __pyx_t_25, __pyx_t_5, (&(*__Pyx_BufPtrCContig2d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_model.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_model.diminfo[0].strides, __pyx_t_27, __pyx_pybuffernd_model.diminfo[1].strides))));

      /* "lensmc/src/cython/galaxy_model.pyx":306
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 *             model[:, :] = np.fft.ifftshift(model)             # <<<<<<<<<<<<<<
 *             # calculate fft
 *             fftw_plan()
 */
      __Pyx_GetModuleGlobalName(__pyx_t_7, __pyx_n_s_np); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_fft); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_ifftshift); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = NULL;
      __pyx_t_5 = 0;
      #if CYTHON_UNPACK_METHODS
      if (likely(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);
          __pyx_t_5 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_3, ((PyObject *)__pyx_v_model)};
        __pyx_t_15 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 306, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_15);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      if (unlikely((PyObject_SetItem(((PyObject *)__pyx_v_model), __pyx_tuple__13, __pyx_t_15) < 0))) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":308
 *             model[:, :] = np.fft.ifftshift(model)
 *             # calculate fft
 *             fftw_plan()             # <<<<<<<<<<<<<<
 *             # take the Hankel transform and store
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)
 */
      __Pyx_INCREF(__pyx_v_fftw_plan);
      __pyx_t_7 = __pyx_v_fftw_plan; __pyx_t_3 = NULL;
      __pyx_t_5 = 0;
      #if CYTHON_UNPACK_METHODS
      if (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);
          __pyx_t_5 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_3, NULL};
        __pyx_t_15 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_5, 0+__pyx_t_5);
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 308, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_15);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":310
 *             fftw_plan()
 *             # take the Hankel transform and store
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)             # <<<<<<<<<<<<<<
 *         templates['disc_ht'][jj] = tuple(model_ht)
 *     templates['disc_ht'] = tuple(templates['disc_ht'])
 */
      __pyx_t_7 = __Pyx_GetItemInt(((PyObject *)__pyx_v_model_ft), 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 310, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_real); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 310, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_27 = 0;
      __pyx_t_26 = 0;
      __pyx_t_5 = -1;
      if (__pyx_t_27 < 0) {
        __pyx_t_27 += __pyx_pybuffernd_model_ft.diminfo[0].shape;
        if (unlikely(__pyx_t_27 < 0)) __pyx_t_5 = 0;
      } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_model_ft.diminfo[0].shape)) __pyx_t_5 = 0;
      if (__pyx_t_26 < 0) {
        __pyx_t_26 += __pyx_pybuffernd_model_ft.diminfo[1].shape;
        if (unlikely(__pyx_t_26 < 0)) __pyx_t_5 = 1;
      } else if (unlikely(__pyx_t_26 >= __pyx_pybuffernd_model_ft.diminfo[1].shape)) __pyx_t_5 = 1;
      if (unlikely(__pyx_t_5 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_5);
        __PYX_ERR(0, 310, __pyx_L1_error)
      }
      __pyx_t_7 = PyFloat_FromDouble(__Pyx_CREAL((*__Pyx_BufPtrCContig2d(__pyx_t_double_complex *, __pyx_pybuffernd_model_ft.rcbuffer->pybuffer.buf, __pyx_t_27, __pyx_pybuffernd_model_ft.diminfo[0].strides, __pyx_t_26, __pyx_pybuffernd_model_ft.diminfo[1].strides)))); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 310, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_4 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_7); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 310, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_astype); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 310, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = NULL;
      __pyx_t_5 = 0;
      #if CYTHON_UNPACK_METHODS
      if (likely(PyMethod_Check(__pyx_t_7))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_7);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_7, function);
          __pyx_t_5 = 1;
        }
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_4, __pyx_v_dtype};
        __pyx_t_15 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
        if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 310, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_15);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      if (unlikely((PyObject_SetItem(__pyx_v_model_ht, __pyx_v_ii, __pyx_t_15) < 0))) __PYX_ERR(0, 310, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

      /* "lensmc/src/cython/galaxy_model.pyx":301
 *         model_ht = [0] * n_rfiducial
 *         model_oversampling = model_oversampling_fcn(n_disc[jj])
 *         for ii in range(n_rfiducial):             # <<<<<<<<<<<<<<
 *             # generate circular galaxy template
 *             galaxy_model.make_circular_galaxy(n_disc[jj], a_disc[jj], rfiducial[ii] * oversampling, mdim,
 */
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":311
 *             # take the Hankel transform and store
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)
 *         templates['disc_ht'][jj] = tuple(model_ht)             # <<<<<<<<<<<<<<
 *     templates['disc_ht'] = tuple(templates['disc_ht'])
 * 
 */
    __pyx_t_2 = PyList_AsTuple(__pyx_v_model_ht); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 311, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_15 = __Pyx_PyDict_GetItem(__pyx_v_templates, __pyx_n_u_disc_ht); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 311, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    if (unlikely((__Pyx_SetItemInt(__pyx_t_15, __pyx_v_jj, __pyx_t_2, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1) < 0))) __PYX_ERR(0, 311, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }

  /* "lensmc/src/cython/galaxy_model.pyx":312
 *             model_ht[ii] = (model_ft[0].real / model_ft[0, 0].real).astype(dtype)
 *         templates['disc_ht'][jj] = tuple(model_ht)
 *     templates['disc_ht'] = tuple(templates['disc_ht'])             # <<<<<<<<<<<<<<
 * 
 *     # save to cache
 */
  __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_v_templates, __pyx_n_u_disc_ht); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 312, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_15 = __Pyx_PySequence_Tuple(__pyx_t_2); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 312, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely((PyDict_SetItem(__pyx_v_templates, __pyx_n_u_disc_ht, __pyx_t_15) < 0))) __PYX_ERR(0, 312, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":315
 * 
 *     # save to cache
 *     with open(cache_file, 'wb') as fo:             # <<<<<<<<<<<<<<
 *         pickle.dump(templates, fo)
 * 
 */
  /*with:*/ {
    __pyx_t_15 = PyTuple_New(2); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __Pyx_INCREF(__pyx_v_cache_file);
    __Pyx_GIVEREF(__pyx_v_cache_file);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_v_cache_file)) __PYX_ERR(0, 315, __pyx_L1_error);
    __Pyx_INCREF(__pyx_n_u_wb);
    __Pyx_GIVEREF(__pyx_n_u_wb);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_n_u_wb)) __PYX_ERR(0, 315, __pyx_L1_error);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_open, __pyx_t_15, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    __pyx_t_6 = __Pyx_PyObject_LookupSpecial(__pyx_t_2, __pyx_n_s_exit); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_LookupSpecial(__pyx_t_2, __pyx_n_s_enter); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 315, __pyx_L53_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_4 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (likely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_4, NULL};
      __pyx_t_15 = __Pyx_PyObject_FastCall(__pyx_t_7, __pyx_callargs+1-__pyx_t_5, 0+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 315, __pyx_L53_error)
      __Pyx_GOTREF(__pyx_t_15);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __pyx_t_7 = __pyx_t_15;
    __pyx_t_15 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    /*try:*/ {
      {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        __Pyx_XGOTREF(__pyx_t_8);
        __Pyx_XGOTREF(__pyx_t_9);
        __Pyx_XGOTREF(__pyx_t_10);
        /*try:*/ {
          __Pyx_XDECREF_SET(__pyx_v_fo, __pyx_t_7);
          __pyx_t_7 = 0;

          /* "lensmc/src/cython/galaxy_model.pyx":316
 *     # save to cache
 *     with open(cache_file, 'wb') as fo:
 *         pickle.dump(templates, fo)             # <<<<<<<<<<<<<<
 * 
 *     print('Model templates cache saved to ' + cache_file)
 */
          __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_pickle); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 316, __pyx_L57_error)
          __Pyx_GOTREF(__pyx_t_2);
          __pyx_t_15 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_dump); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 316, __pyx_L57_error)
          __Pyx_GOTREF(__pyx_t_15);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __pyx_t_2 = NULL;
          __pyx_t_5 = 0;
          #if CYTHON_UNPACK_METHODS
          if (unlikely(PyMethod_Check(__pyx_t_15))) {
            __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_15);
            if (likely(__pyx_t_2)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_15);
              __Pyx_INCREF(__pyx_t_2);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_15, function);
              __pyx_t_5 = 1;
            }
          }
          #endif
          {
            PyObject *__pyx_callargs[3] = {__pyx_t_2, __pyx_v_templates, __pyx_v_fo};
            __pyx_t_7 = __Pyx_PyObject_FastCall(__pyx_t_15, __pyx_callargs+1-__pyx_t_5, 2+__pyx_t_5);
            __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
            if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 316, __pyx_L57_error)
            __Pyx_GOTREF(__pyx_t_7);
            __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
          }
          __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

          /* "lensmc/src/cython/galaxy_model.pyx":315
 * 
 *     # save to cache
 *     with open(cache_file, 'wb') as fo:             # <<<<<<<<<<<<<<
 *         pickle.dump(templates, fo)
 * 
 */
        }
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
        __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
        goto __pyx_L62_try_end;
        __pyx_L57_error:;
        __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        /*except:*/ {
          __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates", __pyx_clineno, __pyx_lineno, __pyx_filename);
          if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_15, &__pyx_t_2) < 0) __PYX_ERR(0, 315, __pyx_L59_except_error)
          __Pyx_XGOTREF(__pyx_t_7);
          __Pyx_XGOTREF(__pyx_t_15);
          __Pyx_XGOTREF(__pyx_t_2);
          __pyx_t_4 = PyTuple_Pack(3, __pyx_t_7, __pyx_t_15, __pyx_t_2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 315, __pyx_L59_except_error)
          __Pyx_GOTREF(__pyx_t_4);
          __pyx_t_11 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_4, NULL);
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 315, __pyx_L59_except_error)
          __Pyx_GOTREF(__pyx_t_11);
          __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_11);
          __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
          if (__pyx_t_1 < 0) __PYX_ERR(0, 315, __pyx_L59_except_error)
          __pyx_t_12 = (!__pyx_t_1);
          if (unlikely(__pyx_t_12)) {
            __Pyx_GIVEREF(__pyx_t_7);
            __Pyx_GIVEREF(__pyx_t_15);
            __Pyx_XGIVEREF(__pyx_t_2);
            __Pyx_ErrRestoreWithState(__pyx_t_7, __pyx_t_15, __pyx_t_2);
            __pyx_t_7 = 0; __pyx_t_15 = 0; __pyx_t_2 = 0; 
            __PYX_ERR(0, 315, __pyx_L59_except_error)
          }
          __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
          __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
          __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
          goto __pyx_L58_exception_handled;
        }
        __pyx_L59_except_error:;
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        goto __pyx_L1_error;
        __pyx_L58_exception_handled:;
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        __pyx_L62_try_end:;
      }
    }
    /*finally:*/ {
      /*normal exit:*/{
        if (__pyx_t_6) {
          __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_tuple__4, NULL);
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 315, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_10);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
        }
        goto __pyx_L56;
      }
      __pyx_L56:;
    }
    goto __pyx_L66;
    __pyx_L53_error:;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    goto __pyx_L1_error;
    __pyx_L66:;
  }

  /* "lensmc/src/cython/galaxy_model.pyx":318
 *         pickle.dump(templates, fo)
 * 
 *     print('Model templates cache saved to ' + cache_file)             # <<<<<<<<<<<<<<
 * 
 *     return templates
 */
  __pyx_t_2 = PyNumber_Add(__pyx_kp_u_Model_templates_cache_saved_to, __pyx_v_cache_file); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 318, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_15 = __Pyx_PyObject_CallOneArg(__pyx_builtin_print, __pyx_t_2); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 318, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_15);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":320
 *     print('Model templates cache saved to ' + cache_file)
 * 
 *     return templates             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_templates);
  __pyx_r = __pyx_v_templates;
  goto __pyx_L0;

  /* "lensmc/src/cython/galaxy_model.pyx":192
 * 
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */

  /* 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_7);
  __Pyx_XDECREF(__pyx_t_15);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_model.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_model_ft.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("lensmc.galaxy_model.generate_templates", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_model.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_model_ft.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_fo);
  __Pyx_XDECREF(__pyx_v_cache_files);
  __Pyx_XDECREF(__pyx_v_f);
  __Pyx_XDECREF((PyObject *)__pyx_v_model);
  __Pyx_XDECREF((PyObject *)__pyx_v_model_ft);
  __Pyx_XDECREF(__pyx_v_fftw_plan);
  __Pyx_XDECREF(__pyx_v_model_oversampling_fcn);
  __Pyx_XDECREF(__pyx_v_a_bulge);
  __Pyx_XDECREF(__pyx_v_a_disc);
  __Pyx_XDECREF(__pyx_v_templates);
  __Pyx_XDECREF(__pyx_v_model_ht);
  __Pyx_XDECREF(__pyx_v_model_oversampling);
  __Pyx_XDECREF(__pyx_v_ii);
  __Pyx_XDECREF(__pyx_gb_6lensmc_12galaxy_model_18generate_templates_4generator);
  __Pyx_XDECREF(__pyx_v_cache_file);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lensmc/src/cython/galaxy_model.pyx":323
 * 
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */

static PyObject *__pyx_pf_6lensmc_12galaxy_model_10__defaults__(CYTHON_UNUSED PyObject *__pyx_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("__defaults__", 1);
  __Pyx_XDECREF(__pyx_r);

  /* "lensmc/src/cython/galaxy_model.pyx":324
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):             # <<<<<<<<<<<<<<
 *     """
 *     Allocate the dictionary of working arrays for fast model generation.
 */
  __pyx_t_1 = PyTuple_New(7); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_rfiducial);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_rfiducial);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 0, __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_rfiducial)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_odim);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_odim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 1, __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_odim)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_oversampling);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_oversampling);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 2, __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_oversampling)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 3, Py_None)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_mdim);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_mdim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 4, __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_mdim)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_dtype);
  __Pyx_GIVEREF(__Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_dtype);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 5, __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self)->__pyx_arg_dtype)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(((PyObject*)__pyx_tuple__3));
  __Pyx_GIVEREF(((PyObject*)__pyx_tuple__3));
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 6, ((PyObject*)__pyx_tuple__3))) __PYX_ERR(0, 323, __pyx_L1_error);

  /* "lensmc/src/cython/galaxy_model.pyx":323
 * 
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1)) __PYX_ERR(0, 323, __pyx_L1_error);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 1, Py_None)) __PYX_ERR(0, 323, __pyx_L1_error);
  __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

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

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_5alloc_working_arrays(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_6lensmc_12galaxy_model_4alloc_working_arrays, "\n    Allocate the dictionary of working arrays for fast model generation.\n\n    :param n_bulge: Bulge Sersic index; available: n=(1., 1.5, 2., 2.5, 3., 3.5, 4.)\n    :type n_bulge: float\n    :param n_disc: Disc Sersic index; available: n=1\n    :type n_disc: float\n    :param rfiducial: Fiducial galaxy sizes [pixel]\n    :type rfiducial: tuple of float\n    :param odim: Dimensions of output model array\n    :type odim: tuple of int\n    :param oversampling: Oversampling factor of the model wrt to actual sampling.\n    :type oversampling: int\n    :param cache_file: File containing the model templates cache.\n    :type cache_file: str\n    :param mdim: Dimension of isotropic galaxy model for Hankel transform.\n    :type mdim: int\n    :param dtype: Output model's data type\n    :type dtype: type\n    :param fftw_flags: FFTW flags; choose ('FFTW_ESTIMATE',) for completely deterministic output; see https://www.fftw.org/faq/section3.html#nondeterministic\n    :type fftw_flags: Tuple\n    :return working_arrays: All working arrays\n    :rtype working_arrays: WorkingArrays\n    ");
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_5alloc_working_arrays = {"alloc_working_arrays", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_5alloc_working_arrays, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_6lensmc_12galaxy_model_4alloc_working_arrays};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_5alloc_working_arrays(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_n_bulge = 0;
  PyObject *__pyx_v_n_disc = 0;
  PyObject *__pyx_v_rfiducial = 0;
  PyObject *__pyx_v_odim = 0;
  PyObject *__pyx_v_oversampling = 0;
  PyObject *__pyx_v_cache_file = 0;
  PyObject *__pyx_v_mdim = 0;
  PyObject *__pyx_v_dtype = 0;
  PyObject *__pyx_v_fftw_flags = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[9] = {0,0,0,0,0,0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("alloc_working_arrays (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_n_bulge,&__pyx_n_s_n_disc,&__pyx_n_s_rfiducial,&__pyx_n_s_odim,&__pyx_n_s_oversampling,&__pyx_n_s_cache_file,&__pyx_n_s_mdim,&__pyx_n_s_dtype,&__pyx_n_s_fftw_flags,0};
    __pyx_defaults1 *__pyx_dynamic_args = __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_self);
    values[2] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_rfiducial);
    values[3] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_odim);
    values[4] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_oversampling);
    values[5] = __Pyx_Arg_NewRef_FASTCALL(((PyObject *)Py_None));
    values[6] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_mdim);
    values[7] = __Pyx_Arg_NewRef_FASTCALL(__pyx_dynamic_args->__pyx_arg_dtype);
    values[8] = __Pyx_Arg_NewRef_FASTCALL(((PyObject *)((PyObject*)__pyx_tuple__3)));
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case  9: values[8] = __Pyx_Arg_FASTCALL(__pyx_args, 8);
        CYTHON_FALLTHROUGH;
        case  8: values[7] = __Pyx_Arg_FASTCALL(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = __Pyx_Arg_FASTCALL(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = __Pyx_Arg_FASTCALL(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = __Pyx_Arg_FASTCALL(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = __Pyx_Arg_FASTCALL(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n_bulge)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[0]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_n_disc)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[1]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("alloc_working_arrays", 0, 2, 9, 1); __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_rfiducial);
          if (value) { values[2] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  3:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_odim);
          if (value) { values[3] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  4:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_oversampling);
          if (value) { values[4] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  5:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_cache_file);
          if (value) { values[5] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  6:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_mdim);
          if (value) { values[6] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  7:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_dtype);
          if (value) { values[7] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  8:
        if (kw_args > 0) {
          PyObject* value = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_fftw_flags);
          if (value) { values[8] = __Pyx_Arg_NewRef_FASTCALL(value); kw_args--; }
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 323, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "alloc_working_arrays") < 0)) __PYX_ERR(0, 323, __pyx_L3_error)
      }
    } else {
      switch (__pyx_nargs) {
        case  9: values[8] = __Pyx_Arg_FASTCALL(__pyx_args, 8);
        CYTHON_FALLTHROUGH;
        case  8: values[7] = __Pyx_Arg_FASTCALL(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = __Pyx_Arg_FASTCALL(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = __Pyx_Arg_FASTCALL(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = __Pyx_Arg_FASTCALL(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = __Pyx_Arg_FASTCALL(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_n_bulge = values[0];
    __pyx_v_n_disc = values[1];
    __pyx_v_rfiducial = values[2];
    __pyx_v_odim = values[3];
    __pyx_v_oversampling = values[4];
    __pyx_v_cache_file = values[5];
    __pyx_v_mdim = values[6];
    __pyx_v_dtype = values[7];
    __pyx_v_fftw_flags = values[8];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("alloc_working_arrays", 0, 2, 9, __pyx_nargs); __PYX_ERR(0, 323, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.alloc_working_arrays", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_4alloc_working_arrays(__pyx_self, __pyx_v_n_bulge, __pyx_v_n_disc, __pyx_v_rfiducial, __pyx_v_odim, __pyx_v_oversampling, __pyx_v_cache_file, __pyx_v_mdim, __pyx_v_dtype, __pyx_v_fftw_flags);

  /* function exit code */
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6lensmc_12galaxy_model_4alloc_working_arrays(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_n_bulge, PyObject *__pyx_v_n_disc, PyObject *__pyx_v_rfiducial, PyObject *__pyx_v_odim, PyObject *__pyx_v_oversampling, PyObject *__pyx_v_cache_file, PyObject *__pyx_v_mdim, PyObject *__pyx_v_dtype, PyObject *__pyx_v_fftw_flags) {
  PyObject *__pyx_v_dtype_ft = NULL;
  PyObject *__pyx_v_convmodel_ft = NULL;
  PyObject *__pyx_v_dsmodel_plan = NULL;
  PyObject *__pyx_v_ii = NULL;
  PyObject *__pyx_v_arr_size = NULL;
  PyObject *__pyx_v_arr_h_size = NULL;
  PyObject *__pyx_v_dsmodel = NULL;
  PyObject *__pyx_v_dsmodel_ft = NULL;
  PyObject *__pyx_v_plan = NULL;
  PyObject *__pyx_v_resampled_model_ft = NULL;
  PyObject *__pyx_v_xshift_ft = NULL;
  PyObject *__pyx_v_yshift_ft = NULL;
  PyObject *__pyx_v_templates_cache = NULL;
  PyObject *__pyx_v_disc_model_ht = NULL;
  PyObject *__pyx_v_bulge_model_ht = NULL;
  struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v_working_arrays = 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;
  Py_ssize_t __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("alloc_working_arrays", 0);
  __Pyx_INCREF(__pyx_v_rfiducial);
  __Pyx_INCREF(__pyx_v_odim);

  /* "lensmc/src/cython/galaxy_model.pyx":351
 * 
 *     # to tuple
 *     rfiducial = tuple(rfiducial)             # <<<<<<<<<<<<<<
 *     odim = tuple(odim)
 * 
 */
  __pyx_t_1 = __Pyx_PySequence_Tuple(__pyx_v_rfiducial); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 351, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_rfiducial, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":352
 *     # to tuple
 *     rfiducial = tuple(rfiducial)
 *     odim = tuple(odim)             # <<<<<<<<<<<<<<
 * 
 *     # define complex type for fftw
 */
  __pyx_t_1 = __Pyx_PySequence_Tuple(__pyx_v_odim); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 352, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_odim, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":355
 * 
 *     # define complex type for fftw
 *     if np.issubdtype(dtype, np.float32):             # <<<<<<<<<<<<<<
 *         dtype_ft = np.complex64
 *     else:
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 355, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_issubdtype); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 355, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 355, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_float32); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 355, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  __pyx_t_5 = 0;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_5 = 1;
    }
  }
  #endif
  {
    PyObject *__pyx_callargs[3] = {__pyx_t_2, __pyx_v_dtype, __pyx_t_4};
    __pyx_t_1 = __Pyx_PyObject_FastCall(__pyx_t_3, __pyx_callargs+1-__pyx_t_5, 2+__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 355, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __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_ERR(0, 355, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "lensmc/src/cython/galaxy_model.pyx":356
 *     # define complex type for fftw
 *     if np.issubdtype(dtype, np.float32):
 *         dtype_ft = np.complex64             # <<<<<<<<<<<<<<
 *     else:
 *         dtype_ft = np.complex128
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 356, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_complex64); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 356, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_v_dtype_ft = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":355
 * 
 *     # define complex type for fftw
 *     if np.issubdtype(dtype, np.float32):             # <<<<<<<<<<<<<<
 *         dtype_ft = np.complex64
 *     else:
 */
    goto __pyx_L3;
  }

  /* "lensmc/src/cython/galaxy_model.pyx":358
 *         dtype_ft = np.complex64
 *     else:
 *         dtype_ft = np.complex128             # <<<<<<<<<<<<<<
 * 
 *     # loop through all output array sizes
 */
  /*else*/ {
    __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 358, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_complex128); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 358, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_dtype_ft = __pyx_t_1;
    __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "lensmc/src/cython/galaxy_model.pyx":361
 * 
 *     # loop through all output array sizes
 *     convmodel_ft = [0] * n_odim             # <<<<<<<<<<<<<<
 *     dsmodel_plan = [0] * n_odim
 *     for ii in range(n_odim):
 */
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_n_odim); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 361, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyList_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 361, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_3, 0, __pyx_int_0)) __PYX_ERR(0, 361, __pyx_L1_error);
  { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_temp)) __PYX_ERR(0, 361, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_temp);
    __Pyx_DECREF(__pyx_t_3);
    __pyx_t_3 = __pyx_temp;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_convmodel_ft = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":362
 *     # loop through all output array sizes
 *     convmodel_ft = [0] * n_odim
 *     dsmodel_plan = [0] * n_odim             # <<<<<<<<<<<<<<
 *     for ii in range(n_odim):
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_n_odim); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 362, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 362, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_1, 0, __pyx_int_0)) __PYX_ERR(0, 362, __pyx_L1_error);
  { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_temp)) __PYX_ERR(0, 362, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_temp);
    __Pyx_DECREF(__pyx_t_1);
    __pyx_t_1 = __pyx_temp;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_dsmodel_plan = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":363
 *     convmodel_ft = [0] * n_odim
 *     dsmodel_plan = [0] * n_odim
 *     for ii in range(n_odim):             # <<<<<<<<<<<<<<
 * 
 *         # get oversampled array size
 */
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_n_odim); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 363, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 363, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (likely(PyList_CheckExact(__pyx_t_3)) || PyTuple_CheckExact(__pyx_t_3)) {
    __pyx_t_1 = __pyx_t_3; __Pyx_INCREF(__pyx_t_1);
    __pyx_t_7 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_7 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 363, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_8 = __Pyx_PyObject_GetIterNextFunc(__pyx_t_1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 363, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_1);
          #if !CYTHON_ASSUME_SAFE_MACROS
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 363, __pyx_L1_error)
          #endif
          if (__pyx_t_7 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_7); __Pyx_INCREF(__pyx_t_3); __pyx_t_7++; if (unlikely((0 < 0))) __PYX_ERR(0, 363, __pyx_L1_error)
        #else
        __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 363, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        #endif
      } else {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_1);
          #if !CYTHON_ASSUME_SAFE_MACROS
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 363, __pyx_L1_error)
          #endif
          if (__pyx_t_7 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_7); __Pyx_INCREF(__pyx_t_3); __pyx_t_7++; if (unlikely((0 < 0))) __PYX_ERR(0, 363, __pyx_L1_error)
        #else
        __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 363, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        #endif
      }
    } else {
      __pyx_t_3 = __pyx_t_8(__pyx_t_1);
      if (unlikely(!__pyx_t_3)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 363, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_3);
    }
    __Pyx_XDECREF_SET(__pyx_v_ii, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":366
 * 
 *         # get oversampled array size
 *         arr_size = oversampling * odim[ii]             # <<<<<<<<<<<<<<
 *         arr_h_size = arr_size // 2 + 1
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_ii); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 366, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyNumber_Multiply(__pyx_v_oversampling, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 366, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF_SET(__pyx_v_arr_size, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":367
 *         # get oversampled array size
 *         arr_size = oversampling * odim[ii]
 *         arr_h_size = arr_size // 2 + 1             # <<<<<<<<<<<<<<
 * 
 *         # convolved model
 */
    __pyx_t_4 = __Pyx_PyInt_FloorDivideObjC(__pyx_v_arr_size, __pyx_int_2, 2, 0, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 367, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyInt_AddObjC(__pyx_t_4, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 367, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF_SET(__pyx_v_arr_h_size, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":370
 * 
 *         # convolved model
 *         convmodel_ft[ii] = np.empty((arr_size, arr_h_size), dtype=dtype_ft)             # <<<<<<<<<<<<<<
 * 
 *         # output galaxy model array, and its Fourier transform
 */
    __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_arr_size);
    __Pyx_GIVEREF(__pyx_v_arr_size);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_arr_size)) __PYX_ERR(0, 370, __pyx_L1_error);
    __Pyx_INCREF(__pyx_v_arr_h_size);
    __Pyx_GIVEREF(__pyx_v_arr_h_size);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_arr_h_size)) __PYX_ERR(0, 370, __pyx_L1_error);
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3)) __PYX_ERR(0, 370, __pyx_L1_error);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_v_dtype_ft) < 0) __PYX_ERR(0, 370, __pyx_L1_error)
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely((PyObject_SetItem(__pyx_v_convmodel_ft, __pyx_v_ii, __pyx_t_9) < 0))) __PYX_ERR(0, 370, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":373
 * 
 *         # output galaxy model array, and its Fourier transform
 *         dsmodel = pyfftw.zeros_aligned((odim[ii], odim[ii]), dtype=dtype_ft)             # <<<<<<<<<<<<<<
 *         dsmodel_ft = pyfftw.zeros_aligned((odim[ii], odim[ii]), dtype=dtype_ft)
 * 
 */
    __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_pyfftw); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_zeros_aligned); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_ii); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_2 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_ii); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_9);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_9)) __PYX_ERR(0, 373, __pyx_L1_error);
    __Pyx_GIVEREF(__pyx_t_2);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2)) __PYX_ERR(0, 373, __pyx_L1_error);
    __pyx_t_9 = 0;
    __pyx_t_2 = 0;
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_4);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4)) __PYX_ERR(0, 373, __pyx_L1_error);
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_v_dtype_ft) < 0) __PYX_ERR(0, 373, __pyx_L1_error)
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 373, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF_SET(__pyx_v_dsmodel, __pyx_t_9);
    __pyx_t_9 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":374
 *         # output galaxy model array, and its Fourier transform
 *         dsmodel = pyfftw.zeros_aligned((odim[ii], odim[ii]), dtype=dtype_ft)
 *         dsmodel_ft = pyfftw.zeros_aligned((odim[ii], odim[ii]), dtype=dtype_ft)             # <<<<<<<<<<<<<<
 * 
 *         # model FFTW plan
 */
    __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_pyfftw); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_zeros_aligned); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_ii); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_2 = __Pyx_PyObject_GetItem(__pyx_v_odim, __pyx_v_ii); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_9);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_9)) __PYX_ERR(0, 374, __pyx_L1_error);
    __Pyx_GIVEREF(__pyx_t_2);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2)) __PYX_ERR(0, 374, __pyx_L1_error);
    __pyx_t_9 = 0;
    __pyx_t_2 = 0;
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3)) __PYX_ERR(0, 374, __pyx_L1_error);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_v_dtype_ft) < 0) __PYX_ERR(0, 374, __pyx_L1_error)
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF_SET(__pyx_v_dsmodel_ft, __pyx_t_9);
    __pyx_t_9 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":377
 * 
 *         # model FFTW plan
 *         plan = pyfftw.FFTW(dsmodel_ft, dsmodel, axes=(0, 1), threads=1,             # <<<<<<<<<<<<<<
 *                            flags=fftw_flags, direction='FFTW_BACKWARD')
 *         plan()
 */
    __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_pyfftw); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 377, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_FFTW); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 377, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 377, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_INCREF(__pyx_v_dsmodel_ft);
    __Pyx_GIVEREF(__pyx_v_dsmodel_ft);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_dsmodel_ft)) __PYX_ERR(0, 377, __pyx_L1_error);
    __Pyx_INCREF(__pyx_v_dsmodel);
    __Pyx_GIVEREF(__pyx_v_dsmodel);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_v_dsmodel)) __PYX_ERR(0, 377, __pyx_L1_error);
    __pyx_t_2 = __Pyx_PyDict_NewPresized(4); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 377, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_axes, __pyx_tuple__7) < 0) __PYX_ERR(0, 377, __pyx_L1_error)
    if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_threads, __pyx_int_1) < 0) __PYX_ERR(0, 377, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":378
 *         # model FFTW plan
 *         plan = pyfftw.FFTW(dsmodel_ft, dsmodel, axes=(0, 1), threads=1,
 *                            flags=fftw_flags, direction='FFTW_BACKWARD')             # <<<<<<<<<<<<<<
 *         plan()
 *         dsmodel_plan[ii] = plan
 */
    if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_flags, __pyx_v_fftw_flags) < 0) __PYX_ERR(0, 377, __pyx_L1_error)
    if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_direction, __pyx_n_u_FFTW_BACKWARD) < 0) __PYX_ERR(0, 377, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":377
 * 
 *         # model FFTW plan
 *         plan = pyfftw.FFTW(dsmodel_ft, dsmodel, axes=(0, 1), threads=1,             # <<<<<<<<<<<<<<
 *                            flags=fftw_flags, direction='FFTW_BACKWARD')
 *         plan()
 */
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 377, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF_SET(__pyx_v_plan, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":379
 *         plan = pyfftw.FFTW(dsmodel_ft, dsmodel, axes=(0, 1), threads=1,
 *                            flags=fftw_flags, direction='FFTW_BACKWARD')
 *         plan()             # <<<<<<<<<<<<<<
 *         dsmodel_plan[ii] = plan
 * 
 */
    __Pyx_INCREF(__pyx_v_plan);
    __pyx_t_2 = __pyx_v_plan; __pyx_t_9 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_9)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_9, NULL};
      __pyx_t_4 = __Pyx_PyObject_FastCall(__pyx_t_2, __pyx_callargs+1-__pyx_t_5, 0+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 379, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "lensmc/src/cython/galaxy_model.pyx":380
 *                            flags=fftw_flags, direction='FFTW_BACKWARD')
 *         plan()
 *         dsmodel_plan[ii] = plan             # <<<<<<<<<<<<<<
 * 
 *     convmodel_ft = tuple(convmodel_ft)
 */
    if (unlikely((PyObject_SetItem(__pyx_v_dsmodel_plan, __pyx_v_ii, __pyx_v_plan) < 0))) __PYX_ERR(0, 380, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":363
 *     convmodel_ft = [0] * n_odim
 *     dsmodel_plan = [0] * n_odim
 *     for ii in range(n_odim):             # <<<<<<<<<<<<<<
 * 
 *         # get oversampled array size
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":382
 *         dsmodel_plan[ii] = plan
 * 
 *     convmodel_ft = tuple(convmodel_ft)             # <<<<<<<<<<<<<<
 *     dsmodel_plan = tuple(dsmodel_plan)
 * 
 */
  __pyx_t_1 = __Pyx_PySequence_Tuple(__pyx_v_convmodel_ft); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 382, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_convmodel_ft, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":383
 * 
 *     convmodel_ft = tuple(convmodel_ft)
 *     dsmodel_plan = tuple(dsmodel_plan)             # <<<<<<<<<<<<<<
 * 
 *     # get oversampled array max size
 */
  __pyx_t_1 = __Pyx_PySequence_Tuple(__pyx_v_dsmodel_plan); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 383, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_dsmodel_plan, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":386
 * 
 *     # get oversampled array max size
 *     arr_size = oversampling * odim[-1]             # <<<<<<<<<<<<<<
 *     arr_h_size = arr_size // 2 + 1
 * 
 */
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_odim, -1L, long, 1, __Pyx_PyInt_From_long, 0, 1, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 386, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyNumber_Multiply(__pyx_v_oversampling, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 386, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_XDECREF_SET(__pyx_v_arr_size, __pyx_t_4);
  __pyx_t_4 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":387
 *     # get oversampled array max size
 *     arr_size = oversampling * odim[-1]
 *     arr_h_size = arr_size // 2 + 1             # <<<<<<<<<<<<<<
 * 
 *     # resampled input galaxy model (bulge and disc) arrays
 */
  __pyx_t_4 = __Pyx_PyInt_FloorDivideObjC(__pyx_v_arr_size, __pyx_int_2, 2, 0, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 387, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_PyInt_AddObjC(__pyx_t_4, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 387, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_XDECREF_SET(__pyx_v_arr_h_size, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":390
 * 
 *     # resampled input galaxy model (bulge and disc) arrays
 *     resampled_model_ft = np.empty((arr_size, arr_h_size), dtype=dtype)             # <<<<<<<<<<<<<<
 * 
 *     # Fourier transforms of x/y shift and convolved model
 */
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 390, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 390, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 390, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_arr_size);
  __Pyx_GIVEREF(__pyx_v_arr_size);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_arr_size)) __PYX_ERR(0, 390, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_arr_h_size);
  __Pyx_GIVEREF(__pyx_v_arr_h_size);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_arr_h_size)) __PYX_ERR(0, 390, __pyx_L1_error);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 390, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1)) __PYX_ERR(0, 390, __pyx_L1_error);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 390, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_v_dtype) < 0) __PYX_ERR(0, 390, __pyx_L1_error)
  __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 390, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_resampled_model_ft = __pyx_t_9;
  __pyx_t_9 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":393
 * 
 *     # Fourier transforms of x/y shift and convolved model
 *     xshift_ft = np.empty((arr_h_size,), dtype=dtype_ft)             # <<<<<<<<<<<<<<
 *     yshift_ft = np.empty((arr_size,), dtype=dtype_ft)
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_np); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_INCREF(__pyx_v_arr_h_size);
  __Pyx_GIVEREF(__pyx_v_arr_h_size);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_arr_h_size)) __PYX_ERR(0, 393, __pyx_L1_error);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_9);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_9)) __PYX_ERR(0, 393, __pyx_L1_error);
  __pyx_t_9 = 0;
  __pyx_t_9 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  if (PyDict_SetItem(__pyx_t_9, __pyx_n_s_dtype, __pyx_v_dtype_ft) < 0) __PYX_ERR(0, 393, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_v_xshift_ft = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":394
 *     # Fourier transforms of x/y shift and convolved model
 *     xshift_ft = np.empty((arr_h_size,), dtype=dtype_ft)
 *     yshift_ft = np.empty((arr_size,), dtype=dtype_ft)             # <<<<<<<<<<<<<<
 * 
 *     # load or generate isotropic input galaxy model arrays
 */
  __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_np); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 394, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_empty); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 394, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 394, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_v_arr_size);
  __Pyx_GIVEREF(__pyx_v_arr_size);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_arr_size)) __PYX_ERR(0, 394, __pyx_L1_error);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 394, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_4);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4)) __PYX_ERR(0, 394, __pyx_L1_error);
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 394, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_v_dtype_ft) < 0) __PYX_ERR(0, 394, __pyx_L1_error)
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 394, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_yshift_ft = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":397
 * 
 *     # load or generate isotropic input galaxy model arrays
 *     templates_cache = generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=cache_file,             # <<<<<<<<<<<<<<
 *                                          mdim=mdim, dtype=dtype)
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_generate_templates); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 397, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_PyDict_NewPresized(5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 397, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_rfiducial, __pyx_v_rfiducial) < 0) __PYX_ERR(0, 397, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_oversampling, __pyx_v_oversampling) < 0) __PYX_ERR(0, 397, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_cache_file, __pyx_v_cache_file) < 0) __PYX_ERR(0, 397, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":398
 *     # load or generate isotropic input galaxy model arrays
 *     templates_cache = generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=cache_file,
 *                                          mdim=mdim, dtype=dtype)             # <<<<<<<<<<<<<<
 * 
 *     # check consistency of parameters
 */
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_mdim, __pyx_v_mdim) < 0) __PYX_ERR(0, 397, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_v_dtype) < 0) __PYX_ERR(0, 397, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":397
 * 
 *     # load or generate isotropic input galaxy model arrays
 *     templates_cache = generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=cache_file,             # <<<<<<<<<<<<<<
 *                                          mdim=mdim, dtype=dtype)
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_4); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 397, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_templates_cache = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":401
 * 
 *     # check consistency of parameters
 *     if n_bulge not in templates_cache['n_bulge']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'n_bulge\' does not match with the ones stored in cache.')
 *     if rfiducial != templates_cache['rfiducial']:
 */
  __pyx_t_2 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_n_bulge); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 401, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = (__Pyx_PySequence_ContainsTF(__pyx_v_n_bulge, __pyx_t_2, Py_NE)); if (unlikely((__pyx_t_6 < 0))) __PYX_ERR(0, 401, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(__pyx_t_6)) {

    /* "lensmc/src/cython/galaxy_model.pyx":402
 *     # check consistency of parameters
 *     if n_bulge not in templates_cache['n_bulge']:
 *         raise LensMCError('The requested \'n_bulge\' does not match with the ones stored in cache.')             # <<<<<<<<<<<<<<
 *     if rfiducial != templates_cache['rfiducial']:
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')
 */
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_LensMCError); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 402, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_1, __pyx_kp_u_The_requested_n_bulge_does_not_m};
      __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_4, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 402, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __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_ERR(0, 402, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":401
 * 
 *     # check consistency of parameters
 *     if n_bulge not in templates_cache['n_bulge']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'n_bulge\' does not match with the ones stored in cache.')
 *     if rfiducial != templates_cache['rfiducial']:
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":403
 *     if n_bulge not in templates_cache['n_bulge']:
 *         raise LensMCError('The requested \'n_bulge\' does not match with the ones stored in cache.')
 *     if rfiducial != templates_cache['rfiducial']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')
 *     if oversampling != templates_cache['oversampling']:
 */
  __pyx_t_2 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_rfiducial); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 403, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyObject_RichCompare(__pyx_v_rfiducial, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 403, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely((__pyx_t_6 < 0))) __PYX_ERR(0, 403, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(__pyx_t_6)) {

    /* "lensmc/src/cython/galaxy_model.pyx":404
 *         raise LensMCError('The requested \'n_bulge\' does not match with the ones stored in cache.')
 *     if rfiducial != templates_cache['rfiducial']:
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')             # <<<<<<<<<<<<<<
 *     if oversampling != templates_cache['oversampling']:
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')
 */
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_LensMCError); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 404, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_1, __pyx_kp_u_The_requested_rfiducial_does_not};
      __pyx_t_4 = __Pyx_PyObject_FastCall(__pyx_t_2, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 404, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __PYX_ERR(0, 404, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":403
 *     if n_bulge not in templates_cache['n_bulge']:
 *         raise LensMCError('The requested \'n_bulge\' does not match with the ones stored in cache.')
 *     if rfiducial != templates_cache['rfiducial']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')
 *     if oversampling != templates_cache['oversampling']:
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":405
 *     if rfiducial != templates_cache['rfiducial']:
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')
 *     if oversampling != templates_cache['oversampling']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')
 *     if mdim != templates_cache['mdim']:
 */
  __pyx_t_4 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_oversampling); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 405, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = PyObject_RichCompare(__pyx_v_oversampling, __pyx_t_4, Py_NE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 405, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely((__pyx_t_6 < 0))) __PYX_ERR(0, 405, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(__pyx_t_6)) {

    /* "lensmc/src/cython/galaxy_model.pyx":406
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')
 *     if oversampling != templates_cache['oversampling']:
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')             # <<<<<<<<<<<<<<
 *     if mdim != templates_cache['mdim']:
 *         raise LensMCError('The requested \'mdim\' does not match with the one stored in cache.')
 */
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_LensMCError); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 406, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_1, __pyx_kp_u_The_requested_oversampling_does};
      __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_4, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 406, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __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_ERR(0, 406, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":405
 *     if rfiducial != templates_cache['rfiducial']:
 *         raise LensMCError('The requested \'rfiducial\' does not match with the ones stored in cache.')
 *     if oversampling != templates_cache['oversampling']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')
 *     if mdim != templates_cache['mdim']:
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":407
 *     if oversampling != templates_cache['oversampling']:
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')
 *     if mdim != templates_cache['mdim']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'mdim\' does not match with the one stored in cache.')
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_mdim); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 407, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyObject_RichCompare(__pyx_v_mdim, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 407, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely((__pyx_t_6 < 0))) __PYX_ERR(0, 407, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(__pyx_t_6)) {

    /* "lensmc/src/cython/galaxy_model.pyx":408
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')
 *     if mdim != templates_cache['mdim']:
 *         raise LensMCError('The requested \'mdim\' does not match with the one stored in cache.')             # <<<<<<<<<<<<<<
 * 
 *     # load isotropic galaxy model templates from cache
 */
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_LensMCError); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 408, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = NULL;
    __pyx_t_5 = 0;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
        __pyx_t_5 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_1, __pyx_kp_u_The_requested_mdim_does_not_matc};
      __pyx_t_4 = __Pyx_PyObject_FastCall(__pyx_t_2, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 408, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __PYX_ERR(0, 408, __pyx_L1_error)

    /* "lensmc/src/cython/galaxy_model.pyx":407
 *     if oversampling != templates_cache['oversampling']:
 *         raise LensMCError('The requested \'oversampling\' does not match with the one stored in cache.')
 *     if mdim != templates_cache['mdim']:             # <<<<<<<<<<<<<<
 *         raise LensMCError('The requested \'mdim\' does not match with the one stored in cache.')
 * 
 */
  }

  /* "lensmc/src/cython/galaxy_model.pyx":411
 * 
 *     # load isotropic galaxy model templates from cache
 *     disc_model_ht = tuple(templates_cache['disc_ht'][templates_cache['n_disc'].index(n_disc)])             # <<<<<<<<<<<<<<
 *     bulge_model_ht = tuple(templates_cache['bulge_ht'][templates_cache['n_bulge'].index(n_bulge)])
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_disc_ht); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_n_disc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_index); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  __pyx_t_5 = 0;
  #if CYTHON_UNPACK_METHODS
  if (likely(PyMethod_Check(__pyx_t_9))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_9);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_9, function);
      __pyx_t_5 = 1;
    }
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_1, __pyx_v_n_disc};
    __pyx_t_2 = __Pyx_PyObject_FastCall(__pyx_t_9, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 411, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  }
  __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PySequence_Tuple(__pyx_t_9); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_v_disc_model_ht = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":412
 *     # load isotropic galaxy model templates from cache
 *     disc_model_ht = tuple(templates_cache['disc_ht'][templates_cache['n_disc'].index(n_disc)])
 *     bulge_model_ht = tuple(templates_cache['bulge_ht'][templates_cache['n_bulge'].index(n_bulge)])             # <<<<<<<<<<<<<<
 * 
 *     # working arrays
 */
  __pyx_t_2 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_bulge_ht); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_Dict_GetItem(__pyx_v_templates_cache, __pyx_n_u_n_bulge); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_index); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  __pyx_t_5 = 0;
  #if CYTHON_UNPACK_METHODS
  if (likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
      __pyx_t_5 = 1;
    }
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_4, __pyx_v_n_bulge};
    __pyx_t_9 = __Pyx_PyObject_FastCall(__pyx_t_1, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_t_1 = __Pyx_PyObject_GetItem(__pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = __Pyx_PySequence_Tuple(__pyx_t_1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_bulge_model_ht = ((PyObject*)__pyx_t_9);
  __pyx_t_9 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":415
 * 
 *     # working arrays
 *     working_arrays = WorkingArrays(             # <<<<<<<<<<<<<<
 *         rfiducial, odim, mdim, oversampling, n_bulge, n_disc,
 *         bulge_model_ht, disc_model_ht, dsmodel_plan,
 */
  __pyx_t_9 = PyTuple_New(13); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 415, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_INCREF(__pyx_v_rfiducial);
  __Pyx_GIVEREF(__pyx_v_rfiducial);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_rfiducial)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_odim);
  __Pyx_GIVEREF(__pyx_v_odim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_v_odim)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_mdim);
  __Pyx_GIVEREF(__pyx_v_mdim);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 2, __pyx_v_mdim)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_oversampling);
  __Pyx_GIVEREF(__pyx_v_oversampling);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 3, __pyx_v_oversampling)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_n_bulge);
  __Pyx_GIVEREF(__pyx_v_n_bulge);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 4, __pyx_v_n_bulge)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_n_disc);
  __Pyx_GIVEREF(__pyx_v_n_disc);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 5, __pyx_v_n_disc)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_bulge_model_ht);
  __Pyx_GIVEREF(__pyx_v_bulge_model_ht);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 6, __pyx_v_bulge_model_ht)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_disc_model_ht);
  __Pyx_GIVEREF(__pyx_v_disc_model_ht);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 7, __pyx_v_disc_model_ht)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_dsmodel_plan);
  __Pyx_GIVEREF(__pyx_v_dsmodel_plan);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 8, __pyx_v_dsmodel_plan)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_resampled_model_ft);
  __Pyx_GIVEREF(__pyx_v_resampled_model_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 9, __pyx_v_resampled_model_ft)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_xshift_ft);
  __Pyx_GIVEREF(__pyx_v_xshift_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 10, __pyx_v_xshift_ft)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_yshift_ft);
  __Pyx_GIVEREF(__pyx_v_yshift_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 11, __pyx_v_yshift_ft)) __PYX_ERR(0, 415, __pyx_L1_error);
  __Pyx_INCREF(__pyx_v_convmodel_ft);
  __Pyx_GIVEREF(__pyx_v_convmodel_ft);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_9, 12, __pyx_v_convmodel_ft)) __PYX_ERR(0, 415, __pyx_L1_error);
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays), __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 415, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_v_working_arrays = ((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":421
 *         convmodel_ft)
 * 
 *     return working_arrays             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF((PyObject *)__pyx_v_working_arrays);
  __pyx_r = ((PyObject *)__pyx_v_working_arrays);
  goto __pyx_L0;

  /* "lensmc/src/cython/galaxy_model.pyx":323
 * 
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */

  /* 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_9);
  __Pyx_AddTraceback("lensmc.galaxy_model.alloc_working_arrays", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_dtype_ft);
  __Pyx_XDECREF(__pyx_v_convmodel_ft);
  __Pyx_XDECREF(__pyx_v_dsmodel_plan);
  __Pyx_XDECREF(__pyx_v_ii);
  __Pyx_XDECREF(__pyx_v_arr_size);
  __Pyx_XDECREF(__pyx_v_arr_h_size);
  __Pyx_XDECREF(__pyx_v_dsmodel);
  __Pyx_XDECREF(__pyx_v_dsmodel_ft);
  __Pyx_XDECREF(__pyx_v_plan);
  __Pyx_XDECREF(__pyx_v_resampled_model_ft);
  __Pyx_XDECREF(__pyx_v_xshift_ft);
  __Pyx_XDECREF(__pyx_v_yshift_ft);
  __Pyx_XDECREF(__pyx_v_templates_cache);
  __Pyx_XDECREF(__pyx_v_disc_model_ht);
  __Pyx_XDECREF(__pyx_v_bulge_model_ht);
  __Pyx_XDECREF((PyObject *)__pyx_v_working_arrays);
  __Pyx_XDECREF(__pyx_v_rfiducial);
  __Pyx_XDECREF(__pyx_v_odim);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __pyx_unpickle_WorkingArrays(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */

/* Python wrapper */
static PyObject *__pyx_pw_6lensmc_12galaxy_model_7__pyx_unpickle_WorkingArrays(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyMethodDef __pyx_mdef_6lensmc_12galaxy_model_7__pyx_unpickle_WorkingArrays = {"__pyx_unpickle_WorkingArrays", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_7__pyx_unpickle_WorkingArrays, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6lensmc_12galaxy_model_7__pyx_unpickle_WorkingArrays(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v___pyx_type = 0;
  long __pyx_v___pyx_checksum;
  PyObject *__pyx_v___pyx_state = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__pyx_unpickle_WorkingArrays (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_MACROS
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject **__pyx_pyargnames[] = {&__pyx_n_s_pyx_type,&__pyx_n_s_pyx_checksum,&__pyx_n_s_pyx_state,0};
    if (__pyx_kwds) {
      Py_ssize_t kw_args;
      switch (__pyx_nargs) {
        case  3: values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = __Pyx_NumKwargs_FASTCALL(__pyx_kwds);
      switch (__pyx_nargs) {
        case  0:
        if (likely((values[0] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_pyx_type)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[0]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(2, 1, __pyx_L3_error)
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_pyx_checksum)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[1]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(2, 1, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__pyx_unpickle_WorkingArrays", 1, 3, 3, 1); __PYX_ERR(2, 1, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (likely((values[2] = __Pyx_GetKwValue_FASTCALL(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_pyx_state)) != 0)) {
          (void)__Pyx_Arg_NewRef_FASTCALL(values[2]);
          kw_args--;
        }
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(2, 1, __pyx_L3_error)
        else {
          __Pyx_RaiseArgtupleInvalid("__pyx_unpickle_WorkingArrays", 1, 3, 3, 2); __PYX_ERR(2, 1, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        const Py_ssize_t kwd_pos_args = __pyx_nargs;
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values + 0, kwd_pos_args, "__pyx_unpickle_WorkingArrays") < 0)) __PYX_ERR(2, 1, __pyx_L3_error)
      }
    } else if (unlikely(__pyx_nargs != 3)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_Arg_FASTCALL(__pyx_args, 0);
      values[1] = __Pyx_Arg_FASTCALL(__pyx_args, 1);
      values[2] = __Pyx_Arg_FASTCALL(__pyx_args, 2);
    }
    __pyx_v___pyx_type = values[0];
    __pyx_v___pyx_checksum = __Pyx_PyInt_As_long(values[1]); if (unlikely((__pyx_v___pyx_checksum == (long)-1) && PyErr_Occurred())) __PYX_ERR(2, 1, __pyx_L3_error)
    __pyx_v___pyx_state = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__pyx_unpickle_WorkingArrays", 1, 3, 3, __pyx_nargs); __PYX_ERR(2, 1, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_AddTraceback("lensmc.galaxy_model.__pyx_unpickle_WorkingArrays", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6lensmc_12galaxy_model_6__pyx_unpickle_WorkingArrays(__pyx_self, __pyx_v___pyx_type, __pyx_v___pyx_checksum, __pyx_v___pyx_state);

  /* function exit code */
  {
    Py_ssize_t __pyx_temp;
    for (__pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
      __Pyx_Arg_XDECREF_FASTCALL(values[__pyx_temp]);
    }
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6lensmc_12galaxy_model_6__pyx_unpickle_WorkingArrays(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_v___pyx_PickleError = 0;
  PyObject *__pyx_v___pyx_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_unpickle_WorkingArrays", 1);

  /* "(tree fragment)":4
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0x2a9f1e7, 0x42327ca, 0x23c248c):             # <<<<<<<<<<<<<<
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 */
  __pyx_t_1 = __Pyx_PyInt_From_long(__pyx_v___pyx_checksum); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = (__Pyx_PySequence_ContainsTF(__pyx_t_1, __pyx_tuple__14, Py_NE)); if (unlikely((__pyx_t_2 < 0))) __PYX_ERR(2, 4, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_2) {

    /* "(tree fragment)":5
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0x2a9f1e7, 0x42327ca, 0x23c248c):
 *         from pickle import PickleError as __pyx_PickleError             # <<<<<<<<<<<<<<
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 *     __pyx_result = WorkingArrays.__new__(__pyx_type)
 */
    __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 5, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_n_s_PickleError);
    __Pyx_GIVEREF(__pyx_n_s_PickleError);
    if (__Pyx_PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_PickleError)) __PYX_ERR(2, 5, __pyx_L1_error);
    __pyx_t_3 = __Pyx_Import(__pyx_n_s_pickle, __pyx_t_1, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 5, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_PickleError); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 5, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_t_1);
    __pyx_v___pyx_PickleError = __pyx_t_1;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "(tree fragment)":6
 *     if __pyx_checksum not in (0x2a9f1e7, 0x42327ca, 0x23c248c):
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum             # <<<<<<<<<<<<<<
 *     __pyx_result = WorkingArrays.__new__(__pyx_type)
 *     if __pyx_state is not None:
 */
    __pyx_t_3 = __Pyx_PyInt_From_long(__pyx_v___pyx_checksum); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 6, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __Pyx_PyString_Format(__pyx_kp_s_Incompatible_checksums_0x_x_vs_0, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 6, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_Raise(__pyx_v___pyx_PickleError, __pyx_t_1, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __PYX_ERR(2, 6, __pyx_L1_error)

    /* "(tree fragment)":4
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0x2a9f1e7, 0x42327ca, 0x23c248c):             # <<<<<<<<<<<<<<
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 */
  }

  /* "(tree fragment)":7
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 *     __pyx_result = WorkingArrays.__new__(__pyx_type)             # <<<<<<<<<<<<<<
 *     if __pyx_state is not None:
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays), __pyx_n_s_new); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 7, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  __pyx_t_5 = 0;
  #if CYTHON_UNPACK_METHODS
  if (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);
      __pyx_t_5 = 1;
    }
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_4, __pyx_v___pyx_type};
    __pyx_t_1 = __Pyx_PyObject_FastCall(__pyx_t_3, __pyx_callargs+1-__pyx_t_5, 1+__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 7, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __pyx_v___pyx_result = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "(tree fragment)":8
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 *     __pyx_result = WorkingArrays.__new__(__pyx_type)
 *     if __pyx_state is not None:             # <<<<<<<<<<<<<<
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)
 *     return __pyx_result
 */
  __pyx_t_2 = (__pyx_v___pyx_state != Py_None);
  if (__pyx_t_2) {

    /* "(tree fragment)":9
 *     __pyx_result = WorkingArrays.__new__(__pyx_type)
 *     if __pyx_state is not None:
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)             # <<<<<<<<<<<<<<
 *     return __pyx_result
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):
 */
    if (!(likely(PyTuple_CheckExact(__pyx_v___pyx_state))||((__pyx_v___pyx_state) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_v___pyx_state))) __PYX_ERR(2, 9, __pyx_L1_error)
    __pyx_t_1 = __pyx_f_6lensmc_12galaxy_model___pyx_unpickle_WorkingArrays__set_state(((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)__pyx_v___pyx_result), ((PyObject*)__pyx_v___pyx_state)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "(tree fragment)":8
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 *     __pyx_result = WorkingArrays.__new__(__pyx_type)
 *     if __pyx_state is not None:             # <<<<<<<<<<<<<<
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)
 *     return __pyx_result
 */
  }

  /* "(tree fragment)":10
 *     if __pyx_state is not None:
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)
 *     return __pyx_result             # <<<<<<<<<<<<<<
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v___pyx_result);
  __pyx_r = __pyx_v___pyx_result;
  goto __pyx_L0;

  /* "(tree fragment)":1
 * def __pyx_unpickle_WorkingArrays(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lensmc.galaxy_model.__pyx_unpickle_WorkingArrays", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v___pyx_PickleError);
  __Pyx_XDECREF(__pyx_v___pyx_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":11
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)
 *     return __pyx_result
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]
 *     if len(__pyx_state) > 15 and hasattr(__pyx_result, '__dict__'):
 */

static PyObject *__pyx_f_6lensmc_12galaxy_model___pyx_unpickle_WorkingArrays__set_state(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *__pyx_v___pyx_result, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  float __pyx_t_3;
  int __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_unpickle_WorkingArrays__set_state", 1);

  /* "(tree fragment)":12
 *     return __pyx_result
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]             # <<<<<<<<<<<<<<
 *     if len(__pyx_state) > 15 and hasattr(__pyx_result, '__dict__'):
 *         __pyx_result.__dict__.update(__pyx_state[15])
 */
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(PyTuple_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_t_1))) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->bulge_ht);
  __Pyx_DECREF(__pyx_v___pyx_result->bulge_ht);
  __pyx_v___pyx_result->bulge_ht = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(PyTuple_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_t_1))) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->convmodel_ft);
  __Pyx_DECREF(__pyx_v___pyx_result->convmodel_ft);
  __pyx_v___pyx_result->convmodel_ft = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 2, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(PyTuple_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_t_1))) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->disc_ht);
  __Pyx_DECREF(__pyx_v___pyx_result->disc_ht);
  __pyx_v___pyx_result->disc_ht = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 3, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(PyTuple_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_t_1))) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->dsmodel_plan);
  __Pyx_DECREF(__pyx_v___pyx_result->dsmodel_plan);
  __pyx_v___pyx_result->dsmodel_plan = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 4, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __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_ERR(2, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result->mdim = __pyx_t_2;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 5, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_t_1); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result->n_bulge = __pyx_t_3;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 6, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __pyx_PyFloat_AsFloat(__pyx_t_1); if (unlikely((__pyx_t_3 == (float)-1) && PyErr_Occurred())) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result->n_disc = __pyx_t_3;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 7, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(PyTuple_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_t_1))) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->odim);
  __Pyx_DECREF(__pyx_v___pyx_result->odim);
  __pyx_v___pyx_result->odim = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 8, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __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_ERR(2, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result->oo = __pyx_t_2;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 9, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __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_ERR(2, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result->oversampling = __pyx_t_2;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 10, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->resampled_model_ft);
  __Pyx_DECREF(__pyx_v___pyx_result->resampled_model_ft);
  __pyx_v___pyx_result->resampled_model_ft = __pyx_t_1;
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 11, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(PyTuple_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None) || __Pyx_RaiseUnexpectedTypeError("tuple", __pyx_t_1))) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->rfiducial);
  __Pyx_DECREF(__pyx_v___pyx_result->rfiducial);
  __pyx_v___pyx_result->rfiducial = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 12, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __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_ERR(2, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result->rr = __pyx_t_2;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 13, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->xshift_ft);
  __Pyx_DECREF(__pyx_v___pyx_result->xshift_ft);
  __pyx_v___pyx_result->xshift_ft = __pyx_t_1;
  __pyx_t_1 = 0;
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(2, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 14, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->yshift_ft);
  __Pyx_DECREF(__pyx_v___pyx_result->yshift_ft);
  __pyx_v___pyx_result->yshift_ft = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "(tree fragment)":13
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]
 *     if len(__pyx_state) > 15 and hasattr(__pyx_result, '__dict__'):             # <<<<<<<<<<<<<<
 *         __pyx_result.__dict__.update(__pyx_state[15])
 */
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    __PYX_ERR(2, 13, __pyx_L1_error)
  }
  __pyx_t_5 = __Pyx_PyTuple_GET_SIZE(__pyx_v___pyx_state); if (unlikely(__pyx_t_5 == ((Py_ssize_t)-1))) __PYX_ERR(2, 13, __pyx_L1_error)
  __pyx_t_6 = (__pyx_t_5 > 15);
  if (__pyx_t_6) {
  } else {
    __pyx_t_4 = __pyx_t_6;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_6 = __Pyx_HasAttr(((PyObject *)__pyx_v___pyx_result), __pyx_n_s_dict); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(2, 13, __pyx_L1_error)
  __pyx_t_4 = __pyx_t_6;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_4) {

    /* "(tree fragment)":14
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]
 *     if len(__pyx_state) > 15 and hasattr(__pyx_result, '__dict__'):
 *         __pyx_result.__dict__.update(__pyx_state[15])             # <<<<<<<<<<<<<<
 */
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v___pyx_result), __pyx_n_s_dict); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_update); if (unlikely(!__pyx_t_8)) __PYX_ERR(2, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(__pyx_v___pyx_state == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      __PYX_ERR(2, 14, __pyx_L1_error)
    }
    __pyx_t_7 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 15, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_9 = NULL;
    __pyx_t_2 = 0;
    #if CYTHON_UNPACK_METHODS
    if (likely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_9)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
        __pyx_t_2 = 1;
      }
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_9, __pyx_t_7};
      __pyx_t_1 = __Pyx_PyObject_FastCall(__pyx_t_8, __pyx_callargs+1-__pyx_t_2, 1+__pyx_t_2);
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 14, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "(tree fragment)":13
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]
 *     if len(__pyx_state) > 15 and hasattr(__pyx_result, '__dict__'):             # <<<<<<<<<<<<<<
 *         __pyx_result.__dict__.update(__pyx_state[15])
 */
  }

  /* "(tree fragment)":11
 *         __pyx_unpickle_WorkingArrays__set_state(<WorkingArrays> __pyx_result, __pyx_state)
 *     return __pyx_result
 * cdef __pyx_unpickle_WorkingArrays__set_state(WorkingArrays __pyx_result, tuple __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_result.bulge_ht = __pyx_state[0]; __pyx_result.convmodel_ft = __pyx_state[1]; __pyx_result.disc_ht = __pyx_state[2]; __pyx_result.dsmodel_plan = __pyx_state[3]; __pyx_result.mdim = __pyx_state[4]; __pyx_result.n_bulge = __pyx_state[5]; __pyx_result.n_disc = __pyx_state[6]; __pyx_result.odim = __pyx_state[7]; __pyx_result.oo = __pyx_state[8]; __pyx_result.oversampling = __pyx_state[9]; __pyx_result.resampled_model_ft = __pyx_state[10]; __pyx_result.rfiducial = __pyx_state[11]; __pyx_result.rr = __pyx_state[12]; __pyx_result.xshift_ft = __pyx_state[13]; __pyx_result.yshift_ft = __pyx_state[14]
 *     if len(__pyx_state) > 15 and hasattr(__pyx_result, '__dict__'):
 */

  /* 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_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lensmc.galaxy_model.__pyx_unpickle_WorkingArrays__set_state", __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_6lensmc_12galaxy_model_WorkingArrays(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *p;
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  #endif
  p = ((struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)o);
  p->rfiducial = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->odim = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->bulge_ht = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->disc_ht = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->dsmodel_plan = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->resampled_model_ft = Py_None; Py_INCREF(Py_None);
  p->xshift_ft = Py_None; Py_INCREF(Py_None);
  p->yshift_ft = Py_None; Py_INCREF(Py_None);
  p->convmodel_ft = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6lensmc_12galaxy_model_WorkingArrays(PyObject *o) {
  struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *p = (struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_6lensmc_12galaxy_model_WorkingArrays) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->rfiducial);
  Py_CLEAR(p->odim);
  Py_CLEAR(p->bulge_ht);
  Py_CLEAR(p->disc_ht);
  Py_CLEAR(p->dsmodel_plan);
  Py_CLEAR(p->resampled_model_ft);
  Py_CLEAR(p->xshift_ft);
  Py_CLEAR(p->yshift_ft);
  Py_CLEAR(p->convmodel_ft);
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY
  (*Py_TYPE(o)->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
}

static int __pyx_tp_traverse_6lensmc_12galaxy_model_WorkingArrays(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *p = (struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)o;
  if (p->rfiducial) {
    e = (*v)(p->rfiducial, a); if (e) return e;
  }
  if (p->odim) {
    e = (*v)(p->odim, a); if (e) return e;
  }
  if (p->bulge_ht) {
    e = (*v)(p->bulge_ht, a); if (e) return e;
  }
  if (p->disc_ht) {
    e = (*v)(p->disc_ht, a); if (e) return e;
  }
  if (p->dsmodel_plan) {
    e = (*v)(p->dsmodel_plan, a); if (e) return e;
  }
  if (p->resampled_model_ft) {
    e = (*v)(p->resampled_model_ft, a); if (e) return e;
  }
  if (p->xshift_ft) {
    e = (*v)(p->xshift_ft, a); if (e) return e;
  }
  if (p->yshift_ft) {
    e = (*v)(p->yshift_ft, a); if (e) return e;
  }
  if (p->convmodel_ft) {
    e = (*v)(p->convmodel_ft, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6lensmc_12galaxy_model_WorkingArrays(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *p = (struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays *)o;
  tmp = ((PyObject*)p->rfiducial);
  p->rfiducial = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->odim);
  p->odim = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->bulge_ht);
  p->bulge_ht = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->disc_ht);
  p->disc_ht = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dsmodel_plan);
  p->dsmodel_plan = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->resampled_model_ft);
  p->resampled_model_ft = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->xshift_ft);
  p->xshift_ft = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->yshift_ft);
  p->yshift_ft = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->convmodel_ft);
  p->convmodel_ft = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_rfiducial(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9rfiducial_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_odim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_4odim_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_mdim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_4mdim_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_oversampling(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12oversampling_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_n_bulge(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_7n_bulge_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_n_disc(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_6n_disc_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_bulge_ht(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_8bulge_ht_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_disc_ht(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_7disc_ht_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_dsmodel_plan(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12dsmodel_plan_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_resampled_model_ft(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_18resampled_model_ft_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_xshift_ft(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9xshift_ft_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_yshift_ft(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_9yshift_ft_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_convmodel_ft(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_12convmodel_ft_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_oo(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_2oo_1__get__(o);
}

static PyObject *__pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_rr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_2rr_1__get__(o);
}

static PyMethodDef __pyx_methods_6lensmc_12galaxy_model_WorkingArrays[] = {
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_3__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_5__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6lensmc_12galaxy_model_WorkingArrays[] = {
  {(char *)"rfiducial", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_rfiducial, 0, (char *)0, 0},
  {(char *)"odim", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_odim, 0, (char *)0, 0},
  {(char *)"mdim", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_mdim, 0, (char *)0, 0},
  {(char *)"oversampling", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_oversampling, 0, (char *)0, 0},
  {(char *)"n_bulge", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_n_bulge, 0, (char *)0, 0},
  {(char *)"n_disc", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_n_disc, 0, (char *)0, 0},
  {(char *)"bulge_ht", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_bulge_ht, 0, (char *)0, 0},
  {(char *)"disc_ht", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_disc_ht, 0, (char *)0, 0},
  {(char *)"dsmodel_plan", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_dsmodel_plan, 0, (char *)0, 0},
  {(char *)"resampled_model_ft", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_resampled_model_ft, 0, (char *)0, 0},
  {(char *)"xshift_ft", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_xshift_ft, 0, (char *)0, 0},
  {(char *)"yshift_ft", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_yshift_ft, 0, (char *)0, 0},
  {(char *)"convmodel_ft", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_convmodel_ft, 0, (char *)0, 0},
  {(char *)"oo", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_oo, 0, (char *)0, 0},
  {(char *)"rr", __pyx_getprop_6lensmc_12galaxy_model_13WorkingArrays_rr, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_6lensmc_12galaxy_model_WorkingArrays_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_6lensmc_12galaxy_model_WorkingArrays},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_6lensmc_12galaxy_model_WorkingArrays},
  {Py_tp_clear, (void *)__pyx_tp_clear_6lensmc_12galaxy_model_WorkingArrays},
  {Py_tp_methods, (void *)__pyx_methods_6lensmc_12galaxy_model_WorkingArrays},
  {Py_tp_getset, (void *)__pyx_getsets_6lensmc_12galaxy_model_WorkingArrays},
  {Py_tp_init, (void *)__pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_6lensmc_12galaxy_model_WorkingArrays},
  {0, 0},
};
static PyType_Spec __pyx_type_6lensmc_12galaxy_model_WorkingArrays_spec = {
  "lensmc.galaxy_model.WorkingArrays",
  sizeof(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,
  __pyx_type_6lensmc_12galaxy_model_WorkingArrays_slots,
};
#else

static PyTypeObject __pyx_type_6lensmc_12galaxy_model_WorkingArrays = {
  PyVarObject_HEAD_INIT(0, 0)
  "lensmc.galaxy_model.""WorkingArrays", /*tp_name*/
  sizeof(struct __pyx_obj_6lensmc_12galaxy_model_WorkingArrays), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6lensmc_12galaxy_model_WorkingArrays, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6lensmc_12galaxy_model_WorkingArrays, /*tp_traverse*/
  __pyx_tp_clear_6lensmc_12galaxy_model_WorkingArrays, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6lensmc_12galaxy_model_WorkingArrays, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6lensmc_12galaxy_model_WorkingArrays, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  __pyx_pw_6lensmc_12galaxy_model_13WorkingArrays_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6lensmc_12galaxy_model_WorkingArrays, /*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
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif

#if CYTHON_USE_FREELISTS
static struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *__pyx_freelist_6lensmc_12galaxy_model___pyx_scope_struct__genexpr[8];
static int __pyx_freecount_6lensmc_12galaxy_model___pyx_scope_struct__genexpr = 0;
#endif

static PyObject *__pyx_tp_new_6lensmc_12galaxy_model___pyx_scope_struct__genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  #if CYTHON_USE_FREELISTS
  if (likely((int)(__pyx_freecount_6lensmc_12galaxy_model___pyx_scope_struct__genexpr > 0) & (int)(t->tp_basicsize == sizeof(struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr)))) {
    o = (PyObject*)__pyx_freelist_6lensmc_12galaxy_model___pyx_scope_struct__genexpr[--__pyx_freecount_6lensmc_12galaxy_model___pyx_scope_struct__genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else
  #endif
  {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  #endif
  return o;
}

static void __pyx_tp_dealloc_6lensmc_12galaxy_model___pyx_scope_struct__genexpr(PyObject *o) {
  struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *p = (struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_6lensmc_12galaxy_model___pyx_scope_struct__genexpr) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_genexpr_arg_0);
  Py_CLEAR(p->__pyx_v_n);
  Py_CLEAR(p->__pyx_t_0);
  #if CYTHON_USE_FREELISTS
  if (((int)(__pyx_freecount_6lensmc_12galaxy_model___pyx_scope_struct__genexpr < 8) & (int)(Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr)))) {
    __pyx_freelist_6lensmc_12galaxy_model___pyx_scope_struct__genexpr[__pyx_freecount_6lensmc_12galaxy_model___pyx_scope_struct__genexpr++] = ((struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *)o);
  } else
  #endif
  {
    #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY
    (*Py_TYPE(o)->tp_free)(o);
    #else
    {
      freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
      if (tp_free) tp_free(o);
    }
    #endif
  }
}

static int __pyx_tp_traverse_6lensmc_12galaxy_model___pyx_scope_struct__genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *p = (struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr *)o;
  if (p->__pyx_genexpr_arg_0) {
    e = (*v)(p->__pyx_genexpr_arg_0, a); if (e) return e;
  }
  if (p->__pyx_v_n) {
    e = (*v)(p->__pyx_v_n, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  return 0;
}
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_6lensmc_12galaxy_model___pyx_scope_struct__genexpr},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_6lensmc_12galaxy_model___pyx_scope_struct__genexpr},
  {Py_tp_new, (void *)__pyx_tp_new_6lensmc_12galaxy_model___pyx_scope_struct__genexpr},
  {0, 0},
};
static PyType_Spec __pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr_spec = {
  "lensmc.galaxy_model.__pyx_scope_struct__genexpr",
  sizeof(struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC|Py_TPFLAGS_HAVE_FINALIZE,
  __pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr_slots,
};
#else

static PyTypeObject __pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "lensmc.galaxy_model.""__pyx_scope_struct__genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_6lensmc_12galaxy_model___pyx_scope_struct__genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6lensmc_12galaxy_model___pyx_scope_struct__genexpr, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC|Py_TPFLAGS_HAVE_FINALIZE, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6lensmc_12galaxy_model___pyx_scope_struct__genexpr, /*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*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6lensmc_12galaxy_model___pyx_scope_struct__genexpr, /*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
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif

static PyMethodDef __pyx_methods[] = {
  {0, 0, 0, 0}
};
#ifndef CYTHON_SMALL_CODE
#if defined(__clang__)
    #define CYTHON_SMALL_CODE
#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
    #define CYTHON_SMALL_CODE __attribute__((cold))
#else
    #define CYTHON_SMALL_CODE
#endif
#endif
/* #### Code section: pystring_table ### */

static int __Pyx_CreateStringTabAndInitStrings(void) {
  __Pyx_StringTabEntry __pyx_string_tab[] = {
    {&__pyx_kp_u_Bulge_Sersic_index_n, __pyx_k_Bulge_Sersic_index_n, sizeof(__pyx_k_Bulge_Sersic_index_n), 0, 1, 0, 0},
    {&__pyx_kp_u_Disc_Sersic_index_n, __pyx_k_Disc_Sersic_index_n, sizeof(__pyx_k_Disc_Sersic_index_n), 0, 1, 0, 0},
    {&__pyx_n_s_FFTW, __pyx_k_FFTW, sizeof(__pyx_k_FFTW), 0, 0, 1, 1},
    {&__pyx_n_u_FFTW_BACKWARD, __pyx_k_FFTW_BACKWARD, sizeof(__pyx_k_FFTW_BACKWARD), 0, 1, 0, 1},
    {&__pyx_n_u_FFTW_MEASURE, __pyx_k_FFTW_MEASURE, sizeof(__pyx_k_FFTW_MEASURE), 0, 1, 0, 1},
    {&__pyx_kp_u_Galaxy_size_too_big_Increase_max, __pyx_k_Galaxy_size_too_big_Increase_max, sizeof(__pyx_k_Galaxy_size_too_big_Increase_max), 0, 1, 0, 0},
    {&__pyx_kp_u_Galaxy_size_too_big_Increase_max_2, __pyx_k_Galaxy_size_too_big_Increase_max_2, sizeof(__pyx_k_Galaxy_size_too_big_Increase_max_2), 0, 1, 0, 0},
    {&__pyx_kp_u_Galaxy_x_offset_too_big, __pyx_k_Galaxy_x_offset_too_big, sizeof(__pyx_k_Galaxy_x_offset_too_big), 0, 1, 0, 0},
    {&__pyx_kp_u_Galaxy_y_offset_too_big, __pyx_k_Galaxy_y_offset_too_big, sizeof(__pyx_k_Galaxy_y_offset_too_big), 0, 1, 0, 0},
    {&__pyx_kp_u_Generating_model_templates_cache, __pyx_k_Generating_model_templates_cache, sizeof(__pyx_k_Generating_model_templates_cache), 0, 1, 0, 0},
    {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
    {&__pyx_kp_s_Incompatible_checksums_0x_x_vs_0, __pyx_k_Incompatible_checksums_0x_x_vs_0, sizeof(__pyx_k_Incompatible_checksums_0x_x_vs_0), 0, 0, 1, 0},
    {&__pyx_n_s_LensMCError, __pyx_k_LensMCError, sizeof(__pyx_k_LensMCError), 0, 0, 1, 1},
    {&__pyx_kp_u_Model_templates_cache_saved_to, __pyx_k_Model_templates_cache_saved_to, sizeof(__pyx_k_Model_templates_cache_saved_to), 0, 1, 0, 0},
    {&__pyx_n_s_PickleError, __pyx_k_PickleError, sizeof(__pyx_k_PickleError), 0, 0, 1, 1},
    {&__pyx_kp_u_The_requested_mdim_does_not_matc, __pyx_k_The_requested_mdim_does_not_matc, sizeof(__pyx_k_The_requested_mdim_does_not_matc), 0, 1, 0, 0},
    {&__pyx_kp_u_The_requested_n_bulge_does_not_m, __pyx_k_The_requested_n_bulge_does_not_m, sizeof(__pyx_k_The_requested_n_bulge_does_not_m), 0, 1, 0, 0},
    {&__pyx_kp_u_The_requested_oversampling_does, __pyx_k_The_requested_oversampling_does, sizeof(__pyx_k_The_requested_oversampling_does), 0, 1, 0, 0},
    {&__pyx_kp_u_The_requested_rfiducial_does_not, __pyx_k_The_requested_rfiducial_does_not, sizeof(__pyx_k_The_requested_rfiducial_does_not), 0, 1, 0, 0},
    {&__pyx_n_s_WorkingArrays, __pyx_k_WorkingArrays, sizeof(__pyx_k_WorkingArrays), 0, 0, 1, 1},
    {&__pyx_n_s_WorkingArrays___reduce_cython, __pyx_k_WorkingArrays___reduce_cython, sizeof(__pyx_k_WorkingArrays___reduce_cython), 0, 0, 1, 1},
    {&__pyx_n_s_WorkingArrays___setstate_cython, __pyx_k_WorkingArrays___setstate_cython, sizeof(__pyx_k_WorkingArrays___setstate_cython), 0, 0, 1, 1},
    {&__pyx_kp_u__11, __pyx_k__11, sizeof(__pyx_k__11), 0, 1, 0, 0},
    {&__pyx_kp_u__15, __pyx_k__15, sizeof(__pyx_k__15), 0, 1, 0, 0},
    {&__pyx_n_s__16, __pyx_k__16, sizeof(__pyx_k__16), 0, 0, 1, 1},
    {&__pyx_n_s__35, __pyx_k__35, sizeof(__pyx_k__35), 0, 0, 1, 1},
    {&__pyx_n_s_a_bulge, __pyx_k_a_bulge, sizeof(__pyx_k_a_bulge), 0, 0, 1, 1},
    {&__pyx_n_u_a_bulge, __pyx_k_a_bulge, sizeof(__pyx_k_a_bulge), 0, 1, 0, 1},
    {&__pyx_n_s_a_disc, __pyx_k_a_disc, sizeof(__pyx_k_a_disc), 0, 0, 1, 1},
    {&__pyx_n_u_a_disc, __pyx_k_a_disc, sizeof(__pyx_k_a_disc), 0, 1, 0, 1},
    {&__pyx_n_s_alloc_working_arrays, __pyx_k_alloc_working_arrays, sizeof(__pyx_k_alloc_working_arrays), 0, 0, 1, 1},
    {&__pyx_n_s_args, __pyx_k_args, sizeof(__pyx_k_args), 0, 0, 1, 1},
    {&__pyx_n_s_arr_h_size, __pyx_k_arr_h_size, sizeof(__pyx_k_arr_h_size), 0, 0, 1, 1},
    {&__pyx_n_s_arr_size, __pyx_k_arr_size, sizeof(__pyx_k_arr_size), 0, 0, 1, 1},
    {&__pyx_n_s_astrometric_distortion, __pyx_k_astrometric_distortion, sizeof(__pyx_k_astrometric_distortion), 0, 0, 1, 1},
    {&__pyx_n_s_astype, __pyx_k_astype, sizeof(__pyx_k_astype), 0, 0, 1, 1},
    {&__pyx_n_s_asyncio_coroutines, __pyx_k_asyncio_coroutines, sizeof(__pyx_k_asyncio_coroutines), 0, 0, 1, 1},
    {&__pyx_kp_u_aux_cache, __pyx_k_aux_cache, sizeof(__pyx_k_aux_cache), 0, 1, 0, 0},
    {&__pyx_n_s_axes, __pyx_k_axes, sizeof(__pyx_k_axes), 0, 0, 1, 1},
    {&__pyx_n_s_bulge_ht, __pyx_k_bulge_ht, sizeof(__pyx_k_bulge_ht), 0, 0, 1, 1},
    {&__pyx_n_u_bulge_ht, __pyx_k_bulge_ht, sizeof(__pyx_k_bulge_ht), 0, 1, 0, 1},
    {&__pyx_n_s_bulge_model_ht, __pyx_k_bulge_model_ht, sizeof(__pyx_k_bulge_model_ht), 0, 0, 1, 1},
    {&__pyx_kp_u_cache_bin, __pyx_k_cache_bin, sizeof(__pyx_k_cache_bin), 0, 1, 0, 0},
    {&__pyx_n_s_cache_file, __pyx_k_cache_file, sizeof(__pyx_k_cache_file), 0, 0, 1, 1},
    {&__pyx_n_s_cache_files, __pyx_k_cache_files, sizeof(__pyx_k_cache_files), 0, 0, 1, 1},
    {&__pyx_n_s_class_getitem, __pyx_k_class_getitem, sizeof(__pyx_k_class_getitem), 0, 0, 1, 1},
    {&__pyx_n_s_cline_in_traceback, __pyx_k_cline_in_traceback, sizeof(__pyx_k_cline_in_traceback), 0, 0, 1, 1},
    {&__pyx_n_s_close, __pyx_k_close, sizeof(__pyx_k_close), 0, 0, 1, 1},
    {&__pyx_n_s_complex128, __pyx_k_complex128, sizeof(__pyx_k_complex128), 0, 0, 1, 1},
    {&__pyx_n_s_complex64, __pyx_k_complex64, sizeof(__pyx_k_complex64), 0, 0, 1, 1},
    {&__pyx_n_s_convmodel_ft, __pyx_k_convmodel_ft, sizeof(__pyx_k_convmodel_ft), 0, 0, 1, 1},
    {&__pyx_n_u_convmodel_ft, __pyx_k_convmodel_ft, sizeof(__pyx_k_convmodel_ft), 0, 1, 0, 1},
    {&__pyx_n_s_debug, __pyx_k_debug, sizeof(__pyx_k_debug), 0, 0, 1, 1},
    {&__pyx_n_s_delta_max, __pyx_k_delta_max, sizeof(__pyx_k_delta_max), 0, 0, 1, 1},
    {&__pyx_n_s_delta_max_pix, __pyx_k_delta_max_pix, sizeof(__pyx_k_delta_max_pix), 0, 0, 1, 1},
    {&__pyx_n_s_delta_x, __pyx_k_delta_x, sizeof(__pyx_k_delta_x), 0, 0, 1, 1},
    {&__pyx_n_s_delta_y, __pyx_k_delta_y, sizeof(__pyx_k_delta_y), 0, 0, 1, 1},
    {&__pyx_n_s_dict, __pyx_k_dict, sizeof(__pyx_k_dict), 0, 0, 1, 1},
    {&__pyx_n_s_dict_2, __pyx_k_dict_2, sizeof(__pyx_k_dict_2), 0, 0, 1, 1},
    {&__pyx_n_s_direction, __pyx_k_direction, sizeof(__pyx_k_direction), 0, 0, 1, 1},
    {&__pyx_kp_u_disable, __pyx_k_disable, sizeof(__pyx_k_disable), 0, 1, 0, 0},
    {&__pyx_n_s_disc_ht, __pyx_k_disc_ht, sizeof(__pyx_k_disc_ht), 0, 0, 1, 1},
    {&__pyx_n_u_disc_ht, __pyx_k_disc_ht, sizeof(__pyx_k_disc_ht), 0, 1, 0, 1},
    {&__pyx_n_s_disc_model_ht, __pyx_k_disc_model_ht, sizeof(__pyx_k_disc_model_ht), 0, 0, 1, 1},
    {&__pyx_n_s_do_choose_model_size, __pyx_k_do_choose_model_size, sizeof(__pyx_k_do_choose_model_size), 0, 0, 1, 1},
    {&__pyx_n_s_do_hankel_resample, __pyx_k_do_hankel_resample, sizeof(__pyx_k_do_hankel_resample), 0, 0, 1, 1},
    {&__pyx_n_s_dsmodel, __pyx_k_dsmodel, sizeof(__pyx_k_dsmodel), 0, 0, 1, 1},
    {&__pyx_n_s_dsmodel_ft, __pyx_k_dsmodel_ft, sizeof(__pyx_k_dsmodel_ft), 0, 0, 1, 1},
    {&__pyx_n_s_dsmodel_plan, __pyx_k_dsmodel_plan, sizeof(__pyx_k_dsmodel_plan), 0, 0, 1, 1},
    {&__pyx_n_u_dsmodel_plan, __pyx_k_dsmodel_plan, sizeof(__pyx_k_dsmodel_plan), 0, 1, 0, 1},
    {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1},
    {&__pyx_n_s_dtype_ft, __pyx_k_dtype_ft, sizeof(__pyx_k_dtype_ft), 0, 0, 1, 1},
    {&__pyx_n_s_dump, __pyx_k_dump, sizeof(__pyx_k_dump), 0, 0, 1, 1},
    {&__pyx_n_s_e1, __pyx_k_e1, sizeof(__pyx_k_e1), 0, 0, 1, 1},
    {&__pyx_n_s_e2, __pyx_k_e2, sizeof(__pyx_k_e2), 0, 0, 1, 1},
    {&__pyx_n_s_empty, __pyx_k_empty, sizeof(__pyx_k_empty), 0, 0, 1, 1},
    {&__pyx_kp_u_enable, __pyx_k_enable, sizeof(__pyx_k_enable), 0, 1, 0, 0},
    {&__pyx_n_s_enter, __pyx_k_enter, sizeof(__pyx_k_enter), 0, 0, 1, 1},
    {&__pyx_n_s_exit, __pyx_k_exit, sizeof(__pyx_k_exit), 0, 0, 1, 1},
    {&__pyx_n_s_eye, __pyx_k_eye, sizeof(__pyx_k_eye), 0, 0, 1, 1},
    {&__pyx_n_s_f, __pyx_k_f, sizeof(__pyx_k_f), 0, 0, 1, 1},
    {&__pyx_n_s_failure_array, __pyx_k_failure_array, sizeof(__pyx_k_failure_array), 0, 0, 1, 1},
    {&__pyx_n_s_fft, __pyx_k_fft, sizeof(__pyx_k_fft), 0, 0, 1, 1},
    {&__pyx_n_s_fftw_flags, __pyx_k_fftw_flags, sizeof(__pyx_k_fftw_flags), 0, 0, 1, 1},
    {&__pyx_n_s_fftw_plan, __pyx_k_fftw_plan, sizeof(__pyx_k_fftw_plan), 0, 0, 1, 1},
    {&__pyx_n_s_flags, __pyx_k_flags, sizeof(__pyx_k_flags), 0, 0, 1, 1},
    {&__pyx_n_s_float32, __pyx_k_float32, sizeof(__pyx_k_float32), 0, 0, 1, 1},
    {&__pyx_n_s_float64, __pyx_k_float64, sizeof(__pyx_k_float64), 0, 0, 1, 1},
    {&__pyx_n_s_fo, __pyx_k_fo, sizeof(__pyx_k_fo), 0, 0, 1, 1},
    {&__pyx_kp_u_gc, __pyx_k_gc, sizeof(__pyx_k_gc), 0, 1, 0, 0},
    {&__pyx_n_s_generate_model, __pyx_k_generate_model, sizeof(__pyx_k_generate_model), 0, 0, 1, 1},
    {&__pyx_n_s_generate_templates, __pyx_k_generate_templates, sizeof(__pyx_k_generate_templates), 0, 0, 1, 1},
    {&__pyx_n_s_generate_templates_locals_genexp, __pyx_k_generate_templates_locals_genexp, sizeof(__pyx_k_generate_templates_locals_genexp), 0, 0, 1, 1},
    {&__pyx_n_s_generate_templates_locals_model, __pyx_k_generate_templates_locals_model, sizeof(__pyx_k_generate_templates_locals_model), 0, 0, 1, 1},
    {&__pyx_n_s_genexpr, __pyx_k_genexpr, sizeof(__pyx_k_genexpr), 0, 0, 1, 1},
    {&__pyx_n_s_getstate, __pyx_k_getstate, sizeof(__pyx_k_getstate), 0, 0, 1, 1},
    {&__pyx_n_s_ifftshift, __pyx_k_ifftshift, sizeof(__pyx_k_ifftshift), 0, 0, 1, 1},
    {&__pyx_n_s_ii, __pyx_k_ii, sizeof(__pyx_k_ii), 0, 0, 1, 1},
    {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
    {&__pyx_n_s_index, __pyx_k_index, sizeof(__pyx_k_index), 0, 0, 1, 1},
    {&__pyx_n_s_initializing, __pyx_k_initializing, sizeof(__pyx_k_initializing), 0, 0, 1, 1},
    {&__pyx_n_s_input_array, __pyx_k_input_array, sizeof(__pyx_k_input_array), 0, 0, 1, 1},
    {&__pyx_n_s_is_coroutine, __pyx_k_is_coroutine, sizeof(__pyx_k_is_coroutine), 0, 0, 1, 1},
    {&__pyx_kp_u_isenabled, __pyx_k_isenabled, sizeof(__pyx_k_isenabled), 0, 1, 0, 0},
    {&__pyx_n_s_isfile, __pyx_k_isfile, sizeof(__pyx_k_isfile), 0, 0, 1, 1},
    {&__pyx_n_s_issubdtype, __pyx_k_issubdtype, sizeof(__pyx_k_issubdtype), 0, 0, 1, 1},
    {&__pyx_n_s_jj, __pyx_k_jj, sizeof(__pyx_k_jj), 0, 0, 1, 1},
    {&__pyx_n_s_join, __pyx_k_join, sizeof(__pyx_k_join), 0, 0, 1, 1},
    {&__pyx_n_s_lensmc, __pyx_k_lensmc, sizeof(__pyx_k_lensmc), 0, 0, 1, 1},
    {&__pyx_n_u_lensmc, __pyx_k_lensmc, sizeof(__pyx_k_lensmc), 0, 1, 0, 1},
    {&__pyx_n_s_lensmc_galaxy_model, __pyx_k_lensmc_galaxy_model, sizeof(__pyx_k_lensmc_galaxy_model), 0, 0, 1, 1},
    {&__pyx_n_s_lensmc_path, __pyx_k_lensmc_path, sizeof(__pyx_k_lensmc_path), 0, 0, 1, 1},
    {&__pyx_kp_s_lensmc_src_cython_galaxy_model_p, __pyx_k_lensmc_src_cython_galaxy_model_p, sizeof(__pyx_k_lensmc_src_cython_galaxy_model_p), 0, 0, 1, 0},
    {&__pyx_n_s_lensmc_utils, __pyx_k_lensmc_utils, sizeof(__pyx_k_lensmc_utils), 0, 0, 1, 1},
    {&__pyx_n_s_load, __pyx_k_load, sizeof(__pyx_k_load), 0, 0, 1, 1},
    {&__pyx_n_s_logger, __pyx_k_logger, sizeof(__pyx_k_logger), 0, 0, 1, 1},
    {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
    {&__pyx_n_s_mdim, __pyx_k_mdim, sizeof(__pyx_k_mdim), 0, 0, 1, 1},
    {&__pyx_n_u_mdim, __pyx_k_mdim, sizeof(__pyx_k_mdim), 0, 1, 0, 1},
    {&__pyx_n_s_model, __pyx_k_model, sizeof(__pyx_k_model), 0, 0, 1, 1},
    {&__pyx_n_s_model_ft, __pyx_k_model_ft, sizeof(__pyx_k_model_ft), 0, 0, 1, 1},
    {&__pyx_n_s_model_ht, __pyx_k_model_ht, sizeof(__pyx_k_model_ht), 0, 0, 1, 1},
    {&__pyx_n_s_model_ht_at_r, __pyx_k_model_ht_at_r, sizeof(__pyx_k_model_ht_at_r), 0, 0, 1, 1},
    {&__pyx_n_s_model_oversampling, __pyx_k_model_oversampling, sizeof(__pyx_k_model_oversampling), 0, 0, 1, 1},
    {&__pyx_n_s_model_oversampling_fcn, __pyx_k_model_oversampling_fcn, sizeof(__pyx_k_model_oversampling_fcn), 0, 0, 1, 1},
    {&__pyx_n_s_n, __pyx_k_n, sizeof(__pyx_k_n), 0, 0, 1, 1},
    {&__pyx_n_s_n_bulge, __pyx_k_n_bulge, sizeof(__pyx_k_n_bulge), 0, 0, 1, 1},
    {&__pyx_n_u_n_bulge, __pyx_k_n_bulge, sizeof(__pyx_k_n_bulge), 0, 1, 0, 1},
    {&__pyx_n_s_n_disc, __pyx_k_n_disc, sizeof(__pyx_k_n_disc), 0, 0, 1, 1},
    {&__pyx_n_u_n_disc, __pyx_k_n_disc, sizeof(__pyx_k_n_disc), 0, 1, 0, 1},
    {&__pyx_n_s_n_n_bulge, __pyx_k_n_n_bulge, sizeof(__pyx_k_n_n_bulge), 0, 0, 1, 1},
    {&__pyx_n_s_n_n_disc, __pyx_k_n_n_disc, sizeof(__pyx_k_n_n_disc), 0, 0, 1, 1},
    {&__pyx_n_s_n_odim, __pyx_k_n_odim, sizeof(__pyx_k_n_odim), 0, 0, 1, 1},
    {&__pyx_n_s_n_rfiducial, __pyx_k_n_rfiducial, sizeof(__pyx_k_n_rfiducial), 0, 0, 1, 1},
    {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
    {&__pyx_n_s_new, __pyx_k_new, sizeof(__pyx_k_new), 0, 0, 1, 1},
    {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
    {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
    {&__pyx_kp_u_numpy__core_multiarray_failed_to, __pyx_k_numpy__core_multiarray_failed_to, sizeof(__pyx_k_numpy__core_multiarray_failed_to), 0, 1, 0, 0},
    {&__pyx_kp_u_numpy__core_umath_failed_to_impo, __pyx_k_numpy__core_umath_failed_to_impo, sizeof(__pyx_k_numpy__core_umath_failed_to_impo), 0, 1, 0, 0},
    {&__pyx_n_s_numpy_fft, __pyx_k_numpy_fft, sizeof(__pyx_k_numpy_fft), 0, 0, 1, 1},
    {&__pyx_n_s_odim, __pyx_k_odim, sizeof(__pyx_k_odim), 0, 0, 1, 1},
    {&__pyx_n_u_odim, __pyx_k_odim, sizeof(__pyx_k_odim), 0, 1, 0, 1},
    {&__pyx_n_s_odim_min, __pyx_k_odim_min, sizeof(__pyx_k_odim_min), 0, 0, 1, 1},
    {&__pyx_n_s_oo, __pyx_k_oo, sizeof(__pyx_k_oo), 0, 0, 1, 1},
    {&__pyx_n_s_open, __pyx_k_open, sizeof(__pyx_k_open), 0, 0, 1, 1},
    {&__pyx_n_s_os, __pyx_k_os, sizeof(__pyx_k_os), 0, 0, 1, 1},
    {&__pyx_n_s_output_array, __pyx_k_output_array, sizeof(__pyx_k_output_array), 0, 0, 1, 1},
    {&__pyx_n_s_oversampling, __pyx_k_oversampling, sizeof(__pyx_k_oversampling), 0, 0, 1, 1},
    {&__pyx_n_u_oversampling, __pyx_k_oversampling, sizeof(__pyx_k_oversampling), 0, 1, 0, 1},
    {&__pyx_n_s_path, __pyx_k_path, sizeof(__pyx_k_path), 0, 0, 1, 1},
    {&__pyx_n_s_path_2, __pyx_k_path_2, sizeof(__pyx_k_path_2), 0, 0, 1, 1},
    {&__pyx_n_s_pickle, __pyx_k_pickle, sizeof(__pyx_k_pickle), 0, 0, 1, 1},
    {&__pyx_n_s_pixel_scale, __pyx_k_pixel_scale, sizeof(__pyx_k_pixel_scale), 0, 0, 1, 1},
    {&__pyx_n_s_pkg_resources, __pyx_k_pkg_resources, sizeof(__pyx_k_pkg_resources), 0, 0, 1, 1},
    {&__pyx_n_s_plan, __pyx_k_plan, sizeof(__pyx_k_plan), 0, 0, 1, 1},
    {&__pyx_n_s_print, __pyx_k_print, sizeof(__pyx_k_print), 0, 0, 1, 1},
    {&__pyx_n_s_psf_centring, __pyx_k_psf_centring, sizeof(__pyx_k_psf_centring), 0, 0, 1, 1},
    {&__pyx_n_s_psf_ft, __pyx_k_psf_ft, sizeof(__pyx_k_psf_ft), 0, 0, 1, 1},
    {&__pyx_n_s_psf_ft_at_o, __pyx_k_psf_ft_at_o, sizeof(__pyx_k_psf_ft_at_o), 0, 0, 1, 1},
    {&__pyx_n_s_pyfftw, __pyx_k_pyfftw, sizeof(__pyx_k_pyfftw), 0, 0, 1, 1},
    {&__pyx_n_s_pyx_PickleError, __pyx_k_pyx_PickleError, sizeof(__pyx_k_pyx_PickleError), 0, 0, 1, 1},
    {&__pyx_n_s_pyx_checksum, __pyx_k_pyx_checksum, sizeof(__pyx_k_pyx_checksum), 0, 0, 1, 1},
    {&__pyx_n_s_pyx_result, __pyx_k_pyx_result, sizeof(__pyx_k_pyx_result), 0, 0, 1, 1},
    {&__pyx_n_s_pyx_state, __pyx_k_pyx_state, sizeof(__pyx_k_pyx_state), 0, 0, 1, 1},
    {&__pyx_n_s_pyx_type, __pyx_k_pyx_type, sizeof(__pyx_k_pyx_type), 0, 0, 1, 1},
    {&__pyx_n_s_pyx_unpickle_WorkingArrays, __pyx_k_pyx_unpickle_WorkingArrays, sizeof(__pyx_k_pyx_unpickle_WorkingArrays), 0, 0, 1, 1},
    {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
    {&__pyx_n_u_rb, __pyx_k_rb, sizeof(__pyx_k_rb), 0, 1, 0, 1},
    {&__pyx_n_s_real, __pyx_k_real, sizeof(__pyx_k_real), 0, 0, 1, 1},
    {&__pyx_n_s_reduce, __pyx_k_reduce, sizeof(__pyx_k_reduce), 0, 0, 1, 1},
    {&__pyx_n_s_reduce_cython, __pyx_k_reduce_cython, sizeof(__pyx_k_reduce_cython), 0, 0, 1, 1},
    {&__pyx_n_s_reduce_ex, __pyx_k_reduce_ex, sizeof(__pyx_k_reduce_ex), 0, 0, 1, 1},
    {&__pyx_n_s_resampled_model_ft, __pyx_k_resampled_model_ft, sizeof(__pyx_k_resampled_model_ft), 0, 0, 1, 1},
    {&__pyx_n_u_resampled_model_ft, __pyx_k_resampled_model_ft, sizeof(__pyx_k_resampled_model_ft), 0, 1, 0, 1},
    {&__pyx_n_s_resampledmodel_ft, __pyx_k_resampledmodel_ft, sizeof(__pyx_k_resampledmodel_ft), 0, 0, 1, 1},
    {&__pyx_n_s_resource_filename, __pyx_k_resource_filename, sizeof(__pyx_k_resource_filename), 0, 0, 1, 1},
    {&__pyx_n_s_rfiducial, __pyx_k_rfiducial, sizeof(__pyx_k_rfiducial), 0, 0, 1, 1},
    {&__pyx_n_u_rfiducial, __pyx_k_rfiducial, sizeof(__pyx_k_rfiducial), 0, 1, 0, 1},
    {&__pyx_n_s_rr, __pyx_k_rr, sizeof(__pyx_k_rr), 0, 0, 1, 1},
    {&__pyx_n_s_s, __pyx_k_s, sizeof(__pyx_k_s), 0, 0, 1, 1},
    {&__pyx_n_s_s_cutoff, __pyx_k_s_cutoff, sizeof(__pyx_k_s_cutoff), 0, 0, 1, 1},
    {&__pyx_n_s_s_cutoff_by_s_pix, __pyx_k_s_cutoff_by_s_pix, sizeof(__pyx_k_s_cutoff_by_s_pix), 0, 0, 1, 1},
    {&__pyx_n_s_s_pix, __pyx_k_s_pix, sizeof(__pyx_k_s_pix), 0, 0, 1, 1},
    {&__pyx_n_s_self, __pyx_k_self, sizeof(__pyx_k_self), 0, 0, 1, 1},
    {&__pyx_n_s_semimajor, __pyx_k_semimajor, sizeof(__pyx_k_semimajor), 0, 0, 1, 1},
    {&__pyx_n_s_send, __pyx_k_send, sizeof(__pyx_k_send), 0, 0, 1, 1},
    {&__pyx_n_s_setstate, __pyx_k_setstate, sizeof(__pyx_k_setstate), 0, 0, 1, 1},
    {&__pyx_n_s_setstate_cython, __pyx_k_setstate_cython, sizeof(__pyx_k_setstate_cython), 0, 0, 1, 1},
    {&__pyx_n_s_slots, __pyx_k_slots, sizeof(__pyx_k_slots), 0, 0, 1, 1},
    {&__pyx_n_s_spec, __pyx_k_spec, sizeof(__pyx_k_spec), 0, 0, 1, 1},
    {&__pyx_n_s_sqrt2, __pyx_k_sqrt2, sizeof(__pyx_k_sqrt2), 0, 0, 1, 1},
    {&__pyx_n_s_sqrt2_by_s_pix, __pyx_k_sqrt2_by_s_pix, sizeof(__pyx_k_sqrt2_by_s_pix), 0, 0, 1, 1},
    {&__pyx_n_s_state, __pyx_k_state, sizeof(__pyx_k_state), 0, 0, 1, 1},
    {&__pyx_kp_s_stringsource, __pyx_k_stringsource, sizeof(__pyx_k_stringsource), 0, 0, 1, 0},
    {&__pyx_n_s_templates, __pyx_k_templates, sizeof(__pyx_k_templates), 0, 0, 1, 1},
    {&__pyx_n_s_templates_cache, __pyx_k_templates_cache, sizeof(__pyx_k_templates_cache), 0, 0, 1, 1},
    {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
    {&__pyx_n_s_threads, __pyx_k_threads, sizeof(__pyx_k_threads), 0, 0, 1, 1},
    {&__pyx_n_s_throw, __pyx_k_throw, sizeof(__pyx_k_throw), 0, 0, 1, 1},
    {&__pyx_n_s_update, __pyx_k_update, sizeof(__pyx_k_update), 0, 0, 1, 1},
    {&__pyx_n_s_use_setstate, __pyx_k_use_setstate, sizeof(__pyx_k_use_setstate), 0, 0, 1, 1},
    {&__pyx_n_u_wb, __pyx_k_wb, sizeof(__pyx_k_wb), 0, 1, 0, 1},
    {&__pyx_n_s_working_arrays, __pyx_k_working_arrays, sizeof(__pyx_k_working_arrays), 0, 0, 1, 1},
    {&__pyx_kp_u_x_bin, __pyx_k_x_bin, sizeof(__pyx_k_x_bin), 0, 1, 0, 0},
    {&__pyx_n_s_x_offset, __pyx_k_x_offset, sizeof(__pyx_k_x_offset), 0, 0, 1, 1},
    {&__pyx_n_s_xshift_ft, __pyx_k_xshift_ft, sizeof(__pyx_k_xshift_ft), 0, 0, 1, 1},
    {&__pyx_n_u_xshift_ft, __pyx_k_xshift_ft, sizeof(__pyx_k_xshift_ft), 0, 1, 0, 1},
    {&__pyx_n_s_y_offset, __pyx_k_y_offset, sizeof(__pyx_k_y_offset), 0, 0, 1, 1},
    {&__pyx_n_s_yshift_ft, __pyx_k_yshift_ft, sizeof(__pyx_k_yshift_ft), 0, 0, 1, 1},
    {&__pyx_n_u_yshift_ft, __pyx_k_yshift_ft, sizeof(__pyx_k_yshift_ft), 0, 1, 0, 1},
    {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1},
    {&__pyx_n_s_zeros_aligned, __pyx_k_zeros_aligned, sizeof(__pyx_k_zeros_aligned), 0, 0, 1, 1},
    {0, 0, 0, 0, 0, 0, 0}
  };
  return __Pyx_InitStrings(__pyx_string_tab);
}
/* #### Code section: cached_builtins ### */
static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 125, __pyx_L1_error)
  __pyx_builtin_open = __Pyx_GetBuiltinName(__pyx_n_s_open); if (!__pyx_builtin_open) __PYX_ERR(0, 224, __pyx_L1_error)
  __pyx_builtin_print = __Pyx_GetBuiltinName(__pyx_n_s_print); if (!__pyx_builtin_print) __PYX_ERR(0, 237, __pyx_L1_error)
  __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) __PYX_ERR(1, 1026, __pyx_L1_error)
  return 0;
  __pyx_L1_error:;
  return -1;
}
/* #### Code section: cached_constants ### */

static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1026
 *         __pyx_import_array()
 *     except Exception:
 *         raise ImportError("numpy._core.multiarray failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_umath() except -1:
 */
  __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_numpy__core_multiarray_failed_to); if (unlikely(!__pyx_tuple_)) __PYX_ERR(1, 1026, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple_);
  __Pyx_GIVEREF(__pyx_tuple_);

  /* "../../../tmp/build-env-32aue1kg/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1032
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy._core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_ufunc() except -1:
 */
  __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_u_numpy__core_umath_failed_to_impo); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(1, 1032, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__2);
  __Pyx_GIVEREF(__pyx_tuple__2);

  /* "lensmc/src/cython/galaxy_model.pyx":193
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):             # <<<<<<<<<<<<<<
 *     """
 *     Make a set of isotropic model templates (i.e. circular galaxies) for fast model generation.
 */
  __pyx_tuple__3 = PyTuple_Pack(1, __pyx_n_u_FFTW_MEASURE); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 193, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__3);
  __Pyx_GIVEREF(__pyx_tuple__3);

  /* "lensmc/src/cython/galaxy_model.pyx":224
 *     if cache_file is not None:
 *         if os.path.isfile(cache_file):
 *             with open(cache_file, 'rb') as fo:             # <<<<<<<<<<<<<<
 *                 return pickle.load(fo)
 *     else:
 */
  __pyx_tuple__4 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 224, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__4);
  __Pyx_GIVEREF(__pyx_tuple__4);

  /* "lensmc/src/cython/galaxy_model.pyx":227
 *                 return pickle.load(fo)
 *     else:
 *         cache_files = [os.path.join(lensmc_path[0], f'aux/cache_{oversampling}x.bin'), resource_filename('lensmc', 'cache.bin')]             # <<<<<<<<<<<<<<
 *         for f in cache_files:
 *             if f is not None and os.path.isfile(f):
 */
  __pyx_tuple__5 = PyTuple_Pack(2, __pyx_n_u_lensmc, __pyx_kp_u_cache_bin); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 227, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__5);
  __Pyx_GIVEREF(__pyx_tuple__5);

  /* "lensmc/src/cython/galaxy_model.pyx":237
 *     cdef np.ndarray[np.complex128_t, ndim=2, mode="c"] model_ft = np.zeros((mdim, mdim // 2 + 1), dtype=np.complex128)
 * 
 *     print('Generating model templates cache, this may take a while...')             # <<<<<<<<<<<<<<
 * 
 *     # FFTW plan
 */
  __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_u_Generating_model_templates_cache); if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 237, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__6);
  __Pyx_GIVEREF(__pyx_tuple__6);

  /* "lensmc/src/cython/galaxy_model.pyx":240
 * 
 *     # FFTW plan
 *     fftw_plan = pyfftw.FFTW(model, model_ft, axes=(0, 1), threads=1, flags=fftw_flags)             # <<<<<<<<<<<<<<
 *     fftw_plan()
 * 
 */
  __pyx_tuple__7 = PyTuple_Pack(2, __pyx_int_0, __pyx_int_1); if (unlikely(!__pyx_tuple__7)) __PYX_ERR(0, 240, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__7);
  __Pyx_GIVEREF(__pyx_tuple__7);

  /* "lensmc/src/cython/galaxy_model.pyx":250
 *     # so we get this interpolating function osampl = 8.08333 n - 9.375 n^2 + 6.29167 n^3
 * 
 *     def model_oversampling_fcn(n):             # <<<<<<<<<<<<<<
 *         return int(8.08333 * n - 9.375 * n ** 2 + 6.29167 * n ** 3)
 * 
 */
  __pyx_tuple__8 = PyTuple_Pack(1, __pyx_n_s_n); if (unlikely(!__pyx_tuple__8)) __PYX_ERR(0, 250, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__8);
  __Pyx_GIVEREF(__pyx_tuple__8);
  __pyx_codeobj__9 = (PyObject*)__Pyx_PyCode_New(1, 0, 0, 1, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__8, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_lensmc_src_cython_galaxy_model_p, __pyx_n_s_model_oversampling_fcn, 250, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__9)) __PYX_ERR(0, 250, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":261
 *     # whereas the disc effective radius is always exponential
 *     a_bulge = tuple(2 * n - 0.331 for n in n_bulge)
 *     a_disc = (1,) * n_n_disc             # <<<<<<<<<<<<<<
 * 
 *     # initialise output dictionary
 */
  __pyx_tuple__10 = PyTuple_New(1); if (unlikely(!__pyx_tuple__10)) __PYX_ERR(0, 261, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__10);
  __Pyx_INCREF(__pyx_int_1);
  __Pyx_GIVEREF(__pyx_int_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_tuple__10, 0, __pyx_int_1)) __PYX_ERR(0, 261, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_tuple__10);

  /* "lensmc/src/cython/galaxy_model.pyx":286
 *                                               model_oversampling, &model[0, 0])
 *             # inverse swap quadrants
 *             model[:, :] = np.fft.ifftshift(model)             # <<<<<<<<<<<<<<
 *             # calculate fft
 *             fftw_plan()
 */
  __pyx_slice__12 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__12)) __PYX_ERR(0, 286, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_slice__12);
  __Pyx_GIVEREF(__pyx_slice__12);
  __pyx_tuple__13 = PyTuple_Pack(2, __pyx_slice__12, __pyx_slice__12); if (unlikely(!__pyx_tuple__13)) __PYX_ERR(0, 286, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__13);
  __Pyx_GIVEREF(__pyx_tuple__13);

  /* "(tree fragment)":4
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0x2a9f1e7, 0x42327ca, 0x23c248c):             # <<<<<<<<<<<<<<
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError, "Incompatible checksums (0x%x vs (0x2a9f1e7, 0x42327ca, 0x23c248c) = (bulge_ht, convmodel_ft, disc_ht, dsmodel_plan, mdim, n_bulge, n_disc, odim, oo, oversampling, resampled_model_ft, rfiducial, rr, xshift_ft, yshift_ft))" % __pyx_checksum
 */
  __pyx_tuple__14 = PyTuple_Pack(3, __pyx_int_44691943, __pyx_int_69412810, __pyx_int_37495948); if (unlikely(!__pyx_tuple__14)) __PYX_ERR(2, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__14);
  __Pyx_GIVEREF(__pyx_tuple__14);

  /* "lensmc/src/cython/galaxy_model.pyx":22
 * 
 * 
 * n_disc = (1.,)             # <<<<<<<<<<<<<<
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 */
  __pyx_tuple__17 = PyTuple_Pack(1, __pyx_float_1_); if (unlikely(!__pyx_tuple__17)) __PYX_ERR(0, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__17);
  __Pyx_GIVEREF(__pyx_tuple__17);

  /* "lensmc/src/cython/galaxy_model.pyx":23
 * 
 * n_disc = (1.,)
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)             # <<<<<<<<<<<<<<
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 * rfiducial = (2., 4., 8., 16., 32.)
 */
  __pyx_tuple__18 = PyTuple_Pack(12, __pyx_float_0_5, __pyx_float_1_, __pyx_float_1_5, __pyx_float_2_, __pyx_float_2_5, __pyx_float_3_, __pyx_float_3_5, __pyx_float_4_, __pyx_float_4_5, __pyx_float_5_, __pyx_float_5_5, __pyx_float_6_); if (unlikely(!__pyx_tuple__18)) __PYX_ERR(0, 23, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);

  /* "lensmc/src/cython/galaxy_model.pyx":24
 * n_disc = (1.,)
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)             # <<<<<<<<<<<<<<
 * rfiducial = (2., 4., 8., 16., 32.)
 * oversampling = 1
 */
  __pyx_tuple__19 = PyTuple_Pack(8, __pyx_int_32, __pyx_int_48, __pyx_int_64, __pyx_int_96, __pyx_int_128, __pyx_int_192, __pyx_int_256, __pyx_int_384); if (unlikely(!__pyx_tuple__19)) __PYX_ERR(0, 24, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__19);
  __Pyx_GIVEREF(__pyx_tuple__19);

  /* "lensmc/src/cython/galaxy_model.pyx":25
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 * rfiducial = (2., 4., 8., 16., 32.)             # <<<<<<<<<<<<<<
 * oversampling = 1
 * mdim = 16384
 */
  __pyx_tuple__20 = PyTuple_Pack(5, __pyx_float_2_, __pyx_float_4_, __pyx_float_8_, __pyx_float_16_, __pyx_float_32_); if (unlikely(!__pyx_tuple__20)) __PYX_ERR(0, 25, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__20);
  __Pyx_GIVEREF(__pyx_tuple__20);

  /* "lensmc/src/cython/galaxy_model.pyx":34
 * delta_max_pix = 10  # pixels away from the centre
 * 
 * eye = np.eye(2, dtype=np.float64)             # <<<<<<<<<<<<<<
 * 
 * failure_array = np.zeros((odim[0], odim[0]), dtype=np.float32)
 */
  __pyx_tuple__21 = PyTuple_Pack(1, __pyx_int_2); if (unlikely(!__pyx_tuple__21)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__21);
  __Pyx_GIVEREF(__pyx_tuple__21);

  /* "lensmc/src/cython/galaxy_model.pyx":41
 * cdef class WorkingArrays:
 * 
 *     __slots__ = ('rfiducial', 'odim', 'mdim', 'oversampling', 'n_bulge', 'n_disc',             # <<<<<<<<<<<<<<
 *                  'bulge_ht', 'disc_ht', 'dsmodel_plan',
 *                  'resampled_model_ft', 'xshift_ft', 'yshift_ft',
 */
  __pyx_tuple__22 = PyTuple_Pack(13, __pyx_n_u_rfiducial, __pyx_n_u_odim, __pyx_n_u_mdim, __pyx_n_u_oversampling, __pyx_n_u_n_bulge, __pyx_n_u_n_disc, __pyx_n_u_bulge_ht, __pyx_n_u_disc_ht, __pyx_n_u_dsmodel_plan, __pyx_n_u_resampled_model_ft, __pyx_n_u_xshift_ft, __pyx_n_u_yshift_ft, __pyx_n_u_convmodel_ft); if (unlikely(!__pyx_tuple__22)) __PYX_ERR(0, 41, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__22);
  __Pyx_GIVEREF(__pyx_tuple__22);

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     cdef tuple state
 *     cdef object _dict
 */
  __pyx_tuple__23 = PyTuple_Pack(4, __pyx_n_s_self, __pyx_n_s_state, __pyx_n_s_dict_2, __pyx_n_s_use_setstate); if (unlikely(!__pyx_tuple__23)) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__23);
  __Pyx_GIVEREF(__pyx_tuple__23);
  __pyx_codeobj__24 = (PyObject*)__Pyx_PyCode_New(1, 0, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__23, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_stringsource, __pyx_n_s_reduce_cython, 1, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__24)) __PYX_ERR(2, 1, __pyx_L1_error)

  /* "(tree fragment)":16
 *     else:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_unpickle_WorkingArrays__set_state(self, __pyx_state)
 */
  __pyx_tuple__25 = PyTuple_Pack(2, __pyx_n_s_self, __pyx_n_s_pyx_state); if (unlikely(!__pyx_tuple__25)) __PYX_ERR(2, 16, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__25);
  __Pyx_GIVEREF(__pyx_tuple__25);
  __pyx_codeobj__26 = (PyObject*)__Pyx_PyCode_New(2, 0, 0, 2, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__25, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_stringsource, __pyx_n_s_setstate_cython, 16, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__26)) __PYX_ERR(2, 16, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":87
 * 
 * 
 * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
 * @cython.wraparound(False)
 * def generate_model(double e1, double e2, double s, double delta_x, double delta_y, tuple model_ht,
 */
  __pyx_tuple__27 = PyTuple_Pack(37, __pyx_n_s_e1, __pyx_n_s_e2, __pyx_n_s_s, __pyx_n_s_delta_x, __pyx_n_s_delta_y, __pyx_n_s_model_ht, __pyx_n_s_psf_ft, __pyx_n_s_working_arrays, __pyx_n_s_astrometric_distortion, __pyx_n_s_x_offset, __pyx_n_s_y_offset, __pyx_n_s_pixel_scale, __pyx_n_s_semimajor, __pyx_n_s_psf_centring, __pyx_n_s_do_hankel_resample, __pyx_n_s_do_choose_model_size, __pyx_n_s_odim_min, __pyx_n_s_rfiducial, __pyx_n_s_odim, __pyx_n_s_mdim, __pyx_n_s_oversampling, __pyx_n_s_dsmodel_plan, __pyx_n_s_s_pix, __pyx_n_s_s_cutoff_by_s_pix, __pyx_n_s_ii, __pyx_n_s_oo, __pyx_n_s_sqrt2_by_s_pix, __pyx_n_s_rr, __pyx_n_s_delta_max, __pyx_n_s_model_ht_at_r, __pyx_n_s_resampledmodel_ft, __pyx_n_s_psf_ft_at_o, __pyx_n_s_xshift_ft, __pyx_n_s_yshift_ft, __pyx_n_s_convmodel_ft, __pyx_n_s_dsmodel_ft, __pyx_n_s_model); if (unlikely(!__pyx_tuple__27)) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__27);
  __Pyx_GIVEREF(__pyx_tuple__27);
  __pyx_codeobj__28 = (PyObject*)__Pyx_PyCode_New(17, 0, 0, 37, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__27, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_lensmc_src_cython_galaxy_model_p, __pyx_n_s_generate_model, 87, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__28)) __PYX_ERR(0, 87, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":192
 * 
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */
  __pyx_tuple__29 = PyTuple_Pack(27, __pyx_n_s_rfiducial, __pyx_n_s_oversampling, __pyx_n_s_cache_file, __pyx_n_s_mdim, __pyx_n_s_n_bulge, __pyx_n_s_n_disc, __pyx_n_s_dtype, __pyx_n_s_fftw_flags, __pyx_n_s_fo, __pyx_n_s_cache_files, __pyx_n_s_f, __pyx_n_s_model, __pyx_n_s_model_ft, __pyx_n_s_fftw_plan, __pyx_n_s_model_oversampling_fcn, __pyx_n_s_model_oversampling_fcn, __pyx_n_s_n_n_bulge, __pyx_n_s_n_n_disc, __pyx_n_s_a_bulge, __pyx_n_s_a_disc, __pyx_n_s_templates, __pyx_n_s_jj, __pyx_n_s_model_ht, __pyx_n_s_model_oversampling, __pyx_n_s_ii, __pyx_n_s_genexpr, __pyx_n_s_genexpr); if (unlikely(!__pyx_tuple__29)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__29);
  __Pyx_GIVEREF(__pyx_tuple__29);
  __pyx_codeobj__30 = (PyObject*)__Pyx_PyCode_New(8, 0, 0, 27, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__29, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_lensmc_src_cython_galaxy_model_p, __pyx_n_s_generate_templates, 192, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__30)) __PYX_ERR(0, 192, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":323
 * 
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */
  __pyx_tuple__31 = PyTuple_Pack(25, __pyx_n_s_n_bulge, __pyx_n_s_n_disc, __pyx_n_s_rfiducial, __pyx_n_s_odim, __pyx_n_s_oversampling, __pyx_n_s_cache_file, __pyx_n_s_mdim, __pyx_n_s_dtype, __pyx_n_s_fftw_flags, __pyx_n_s_dtype_ft, __pyx_n_s_convmodel_ft, __pyx_n_s_dsmodel_plan, __pyx_n_s_ii, __pyx_n_s_arr_size, __pyx_n_s_arr_h_size, __pyx_n_s_dsmodel, __pyx_n_s_dsmodel_ft, __pyx_n_s_plan, __pyx_n_s_resampled_model_ft, __pyx_n_s_xshift_ft, __pyx_n_s_yshift_ft, __pyx_n_s_templates_cache, __pyx_n_s_disc_model_ht, __pyx_n_s_bulge_model_ht, __pyx_n_s_working_arrays); if (unlikely(!__pyx_tuple__31)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__31);
  __Pyx_GIVEREF(__pyx_tuple__31);
  __pyx_codeobj__32 = (PyObject*)__Pyx_PyCode_New(9, 0, 0, 25, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__31, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_lensmc_src_cython_galaxy_model_p, __pyx_n_s_alloc_working_arrays, 323, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__32)) __PYX_ERR(0, 323, __pyx_L1_error)

  /* "(tree fragment)":1
 * def __pyx_unpickle_WorkingArrays(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */
  __pyx_tuple__33 = PyTuple_Pack(5, __pyx_n_s_pyx_type, __pyx_n_s_pyx_checksum, __pyx_n_s_pyx_state, __pyx_n_s_pyx_PickleError, __pyx_n_s_pyx_result); if (unlikely(!__pyx_tuple__33)) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__33);
  __Pyx_GIVEREF(__pyx_tuple__33);
  __pyx_codeobj__34 = (PyObject*)__Pyx_PyCode_New(3, 0, 0, 5, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__33, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_stringsource, __pyx_n_s_pyx_unpickle_WorkingArrays, 1, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__34)) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}
/* #### Code section: init_constants ### */

static CYTHON_SMALL_CODE int __Pyx_InitConstants(void) {
  if (__Pyx_CreateStringTabAndInitStrings() < 0) __PYX_ERR(0, 1, __pyx_L1_error);
  __pyx_float_1_ = PyFloat_FromDouble(1.); if (unlikely(!__pyx_float_1_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_2_ = PyFloat_FromDouble(2.); if (unlikely(!__pyx_float_2_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_3_ = PyFloat_FromDouble(3.); if (unlikely(!__pyx_float_3_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_4_ = PyFloat_FromDouble(4.); if (unlikely(!__pyx_float_4_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_5_ = PyFloat_FromDouble(5.); if (unlikely(!__pyx_float_5_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_6_ = PyFloat_FromDouble(6.); if (unlikely(!__pyx_float_6_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_8_ = PyFloat_FromDouble(8.); if (unlikely(!__pyx_float_8_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_0_5 = PyFloat_FromDouble(0.5); if (unlikely(!__pyx_float_0_5)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_1_5 = PyFloat_FromDouble(1.5); if (unlikely(!__pyx_float_1_5)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_16_ = PyFloat_FromDouble(16.); if (unlikely(!__pyx_float_16_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_18_ = PyFloat_FromDouble(18.); if (unlikely(!__pyx_float_18_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_2_5 = PyFloat_FromDouble(2.5); if (unlikely(!__pyx_float_2_5)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_3_5 = PyFloat_FromDouble(3.5); if (unlikely(!__pyx_float_3_5)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_32_ = PyFloat_FromDouble(32.); if (unlikely(!__pyx_float_32_)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_4_5 = PyFloat_FromDouble(4.5); if (unlikely(!__pyx_float_4_5)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_5_5 = PyFloat_FromDouble(5.5); if (unlikely(!__pyx_float_5_5)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_0_331 = PyFloat_FromDouble(0.331); if (unlikely(!__pyx_float_0_331)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_9_375 = PyFloat_FromDouble(9.375); if (unlikely(!__pyx_float_9_375)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_6_29167 = PyFloat_FromDouble(6.29167); if (unlikely(!__pyx_float_6_29167)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_8_08333 = PyFloat_FromDouble(8.08333); if (unlikely(!__pyx_float_8_08333)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_float_1_4142135623730951 = PyFloat_FromDouble(1.4142135623730951); if (unlikely(!__pyx_float_1_4142135623730951)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_2 = PyInt_FromLong(2); if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_3 = PyInt_FromLong(3); if (unlikely(!__pyx_int_3)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_10 = PyInt_FromLong(10); if (unlikely(!__pyx_int_10)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_32 = PyInt_FromLong(32); if (unlikely(!__pyx_int_32)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_48 = PyInt_FromLong(48); if (unlikely(!__pyx_int_48)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_64 = PyInt_FromLong(64); if (unlikely(!__pyx_int_64)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_96 = PyInt_FromLong(96); if (unlikely(!__pyx_int_96)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_128 = PyInt_FromLong(128); if (unlikely(!__pyx_int_128)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_192 = PyInt_FromLong(192); if (unlikely(!__pyx_int_192)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_256 = PyInt_FromLong(256); if (unlikely(!__pyx_int_256)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_384 = PyInt_FromLong(384); if (unlikely(!__pyx_int_384)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_16384 = PyInt_FromLong(16384L); if (unlikely(!__pyx_int_16384)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_37495948 = PyInt_FromLong(37495948L); if (unlikely(!__pyx_int_37495948)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_44691943 = PyInt_FromLong(44691943L); if (unlikely(!__pyx_int_44691943)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_69412810 = PyInt_FromLong(69412810L); if (unlikely(!__pyx_int_69412810)) __PYX_ERR(0, 1, __pyx_L1_error)
  return 0;
  __pyx_L1_error:;
  return -1;
}
/* #### Code section: init_globals ### */

static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) {
  /* NumpyImportArray.init */
  /*
 * Cython has automatically inserted a call to _import_array since
 * you didn't include one when you cimported numpy. To disable this
 * add the line
 *   <void>numpy._import_array
 */
#ifdef NPY_FEATURE_VERSION
#ifndef NO_IMPORT_ARRAY
if (unlikely(_import_array() == -1)) {
    PyErr_SetString(PyExc_ImportError, "numpy.core.multiarray failed to import "
    "(auto-generated because you didn't call 'numpy.import_array()' after cimporting numpy; "
    "use '<void>numpy._import_array' to disable if you are certain you don't need it).");
}
#endif
#endif

if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error)

  return 0;
  __pyx_L1_error:;
  return -1;
}
/* #### Code section: init_module ### */

static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/

static int __Pyx_modinit_global_init_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_global_init_code", 0);
  /*--- Global init code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_variable_export_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_export_code", 0);
  /*--- Variable export code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_function_export_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_export_code", 0);
  /*--- Function export code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_type_init_code(void) {
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_type_init_code", 0);
  /*--- Type init code ---*/
  #if CYTHON_USE_TYPE_SPECS
  __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays = (PyTypeObject *) __Pyx_PyType_FromModuleAndSpec(__pyx_m, &__pyx_type_6lensmc_12galaxy_model_WorkingArrays_spec, NULL); if (unlikely(!__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays)) __PYX_ERR(0, 39, __pyx_L1_error)
  if (__Pyx_fix_up_extension_type_from_spec(&__pyx_type_6lensmc_12galaxy_model_WorkingArrays_spec, __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays) < 0) __PYX_ERR(0, 39, __pyx_L1_error)
  #else
  __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays = &__pyx_type_6lensmc_12galaxy_model_WorkingArrays;
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  #endif
  #if !CYTHON_USE_TYPE_SPECS
  if (__Pyx_PyType_Ready(__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays) < 0) __PYX_ERR(0, 39, __pyx_L1_error)
  #endif
  #if PY_MAJOR_VERSION < 3
  __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays->tp_print = 0;
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays->tp_dictoffset && __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays->tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays->tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  #endif
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_WorkingArrays, (PyObject *) __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays) < 0) __PYX_ERR(0, 39, __pyx_L1_error)
  #if !CYTHON_COMPILING_IN_LIMITED_API
  if (__Pyx_setup_reduce((PyObject *) __pyx_ptype_6lensmc_12galaxy_model_WorkingArrays) < 0) __PYX_ERR(0, 39, __pyx_L1_error)
  #endif
  #if CYTHON_USE_TYPE_SPECS
  __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr = (PyTypeObject *) __Pyx_PyType_FromModuleAndSpec(__pyx_m, &__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr_spec, NULL); if (unlikely(!__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr)) __PYX_ERR(0, 260, __pyx_L1_error)
  if (__Pyx_fix_up_extension_type_from_spec(&__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr_spec, __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr) < 0) __PYX_ERR(0, 260, __pyx_L1_error)
  #else
  __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr = &__pyx_type_6lensmc_12galaxy_model___pyx_scope_struct__genexpr;
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  #endif
  #if !CYTHON_USE_TYPE_SPECS
  if (__Pyx_PyType_Ready(__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr) < 0) __PYX_ERR(0, 260, __pyx_L1_error)
  #endif
  #if PY_MAJOR_VERSION < 3
  __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr->tp_print = 0;
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr->tp_dictoffset && __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr->tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_ptype_6lensmc_12galaxy_model___pyx_scope_struct__genexpr->tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  #endif
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_type_import_code(void) {
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0);
  /*--- Type import code ---*/
  __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 9, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_7cpython_4type_type = __Pyx_ImportType_3_0_10(__pyx_t_1, __Pyx_BUILTIN_MODULE_NAME, "type", 
  #if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000
  sizeof(PyTypeObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyTypeObject),
  #elif CYTHON_COMPILING_IN_LIMITED_API
  sizeof(PyTypeObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyTypeObject),
  #else
  sizeof(PyHeapTypeObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyHeapTypeObject),
  #endif
  __Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(3, 9, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("numpy"); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 271, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5numpy_dtype = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "dtype", sizeof(PyArray_Descr), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyArray_Descr),__Pyx_ImportType_CheckSize_Ignore_3_0_10); if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(1, 271, __pyx_L1_error)
  __pyx_ptype_5numpy_flatiter = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "flatiter", sizeof(PyArrayIterObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyArrayIterObject),__Pyx_ImportType_CheckSize_Ignore_3_0_10); if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(1, 316, __pyx_L1_error)
  __pyx_ptype_5numpy_broadcast = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "broadcast", sizeof(PyArrayMultiIterObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyArrayMultiIterObject),__Pyx_ImportType_CheckSize_Ignore_3_0_10); if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(1, 320, __pyx_L1_error)
  __pyx_ptype_5numpy_ndarray = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "ndarray", sizeof(PyArrayObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyArrayObject),__Pyx_ImportType_CheckSize_Ignore_3_0_10); if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(1, 359, __pyx_L1_error)
  __pyx_ptype_5numpy_generic = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "generic", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_generic) __PYX_ERR(1, 848, __pyx_L1_error)
  __pyx_ptype_5numpy_number = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "number", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_number) __PYX_ERR(1, 850, __pyx_L1_error)
  __pyx_ptype_5numpy_integer = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "integer", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_integer) __PYX_ERR(1, 852, __pyx_L1_error)
  __pyx_ptype_5numpy_signedinteger = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "signedinteger", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_signedinteger) __PYX_ERR(1, 854, __pyx_L1_error)
  __pyx_ptype_5numpy_unsignedinteger = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "unsignedinteger", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_unsignedinteger) __PYX_ERR(1, 856, __pyx_L1_error)
  __pyx_ptype_5numpy_inexact = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "inexact", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_inexact) __PYX_ERR(1, 858, __pyx_L1_error)
  __pyx_ptype_5numpy_floating = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "floating", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_floating) __PYX_ERR(1, 860, __pyx_L1_error)
  __pyx_ptype_5numpy_complexfloating = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "complexfloating", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_complexfloating) __PYX_ERR(1, 862, __pyx_L1_error)
  __pyx_ptype_5numpy_flexible = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "flexible", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_flexible) __PYX_ERR(1, 864, __pyx_L1_error)
  __pyx_ptype_5numpy_character = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "character", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyObject),__Pyx_ImportType_CheckSize_Warn_3_0_10); if (!__pyx_ptype_5numpy_character) __PYX_ERR(1, 866, __pyx_L1_error)
  __pyx_ptype_5numpy_ufunc = __Pyx_ImportType_3_0_10(__pyx_t_1, "numpy", "ufunc", sizeof(PyUFuncObject), __PYX_GET_STRUCT_ALIGNMENT_3_0_10(PyUFuncObject),__Pyx_ImportType_CheckSize_Ignore_3_0_10); if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(1, 930, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_variable_import_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0);
  /*--- Variable import code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_function_import_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_import_code", 0);
  /*--- Function import code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}


#if PY_MAJOR_VERSION >= 3
#if CYTHON_PEP489_MULTI_PHASE_INIT
static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
static int __pyx_pymod_exec_galaxy_model(PyObject* module); /*proto*/
static PyModuleDef_Slot __pyx_moduledef_slots[] = {
  {Py_mod_create, (void*)__pyx_pymod_create},
  {Py_mod_exec, (void*)__pyx_pymod_exec_galaxy_model},
  {0, NULL}
};
#endif

#ifdef __cplusplus
namespace {
  struct PyModuleDef __pyx_moduledef =
  #else
  static struct PyModuleDef __pyx_moduledef =
  #endif
  {
      PyModuleDef_HEAD_INIT,
      "galaxy_model",
      __pyx_k_LensMC_a_Python_package_for_wea, /* m_doc */
    #if CYTHON_PEP489_MULTI_PHASE_INIT
      0, /* m_size */
    #elif CYTHON_USE_MODULE_STATE
      sizeof(__pyx_mstate), /* m_size */
    #else
      -1, /* m_size */
    #endif
      __pyx_methods /* m_methods */,
    #if CYTHON_PEP489_MULTI_PHASE_INIT
      __pyx_moduledef_slots, /* m_slots */
    #else
      NULL, /* m_reload */
    #endif
    #if CYTHON_USE_MODULE_STATE
      __pyx_m_traverse, /* m_traverse */
      __pyx_m_clear, /* m_clear */
      NULL /* m_free */
    #else
      NULL, /* m_traverse */
      NULL, /* m_clear */
      NULL /* m_free */
    #endif
  };
  #ifdef __cplusplus
} /* anonymous namespace */
#endif
#endif

#ifndef CYTHON_NO_PYINIT_EXPORT
#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
#elif PY_MAJOR_VERSION < 3
#ifdef __cplusplus
#define __Pyx_PyMODINIT_FUNC extern "C" void
#else
#define __Pyx_PyMODINIT_FUNC void
#endif
#else
#ifdef __cplusplus
#define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
#else
#define __Pyx_PyMODINIT_FUNC PyObject *
#endif
#endif


#if PY_MAJOR_VERSION < 3
__Pyx_PyMODINIT_FUNC initgalaxy_model(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC initgalaxy_model(void)
#else
__Pyx_PyMODINIT_FUNC PyInit_galaxy_model(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC PyInit_galaxy_model(void)
#if CYTHON_PEP489_MULTI_PHASE_INIT
{
  return PyModuleDef_Init(&__pyx_moduledef);
}
static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) {
    #if PY_VERSION_HEX >= 0x030700A1
    static PY_INT64_T main_interpreter_id = -1;
    PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp);
    if (main_interpreter_id == -1) {
        main_interpreter_id = current_id;
        return (unlikely(current_id == -1)) ? -1 : 0;
    } else if (unlikely(main_interpreter_id != current_id))
    #else
    static PyInterpreterState *main_interpreter = NULL;
    PyInterpreterState *current_interpreter = PyThreadState_Get()->interp;
    if (!main_interpreter) {
        main_interpreter = current_interpreter;
    } else if (unlikely(main_interpreter != current_interpreter))
    #endif
    {
        PyErr_SetString(
            PyExc_ImportError,
            "Interpreter change detected - this module can only be loaded into one interpreter per process.");
        return -1;
    }
    return 0;
}
#if CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *module, const char* from_name, const char* to_name, int allow_none)
#else
static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *moddict, const char* from_name, const char* to_name, int allow_none)
#endif
{
    PyObject *value = PyObject_GetAttrString(spec, from_name);
    int result = 0;
    if (likely(value)) {
        if (allow_none || value != Py_None) {
#if CYTHON_COMPILING_IN_LIMITED_API
            result = PyModule_AddObject(module, to_name, value);
#else
            result = PyDict_SetItemString(moddict, to_name, value);
#endif
        }
        Py_DECREF(value);
    } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Clear();
    } else {
        result = -1;
    }
    return result;
}
static CYTHON_SMALL_CODE PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def) {
    PyObject *module = NULL, *moddict, *modname;
    CYTHON_UNUSED_VAR(def);
    if (__Pyx_check_single_interpreter())
        return NULL;
    if (__pyx_m)
        return __Pyx_NewRef(__pyx_m);
    modname = PyObject_GetAttrString(spec, "name");
    if (unlikely(!modname)) goto bad;
    module = PyModule_NewObject(modname);
    Py_DECREF(modname);
    if (unlikely(!module)) goto bad;
#if CYTHON_COMPILING_IN_LIMITED_API
    moddict = module;
#else
    moddict = PyModule_GetDict(module);
    if (unlikely(!moddict)) goto bad;
#endif
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "loader", "__loader__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad;
    return module;
bad:
    Py_XDECREF(module);
    return NULL;
}


static CYTHON_SMALL_CODE int __pyx_pymod_exec_galaxy_model(PyObject *__pyx_pyinit_module)
#endif
#endif
{
  int stringtab_initialized = 0;
  #if CYTHON_USE_MODULE_STATE
  int pystate_addmodule_run = 0;
  #endif
  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;
  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_RefNannyDeclarations
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  if (__pyx_m) {
    if (__pyx_m == __pyx_pyinit_module) return 0;
    PyErr_SetString(PyExc_RuntimeError, "Module 'galaxy_model' has already been imported. Re-initialisation is not supported.");
    return -1;
  }
  #elif PY_MAJOR_VERSION >= 3
  if (__pyx_m) return __Pyx_NewRef(__pyx_m);
  #endif
  /*--- Module creation code ---*/
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  __pyx_m = __pyx_pyinit_module;
  Py_INCREF(__pyx_m);
  #else
  #if PY_MAJOR_VERSION < 3
  __pyx_m = Py_InitModule4("galaxy_model", __pyx_methods, __pyx_k_LensMC_a_Python_package_for_wea, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
  if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
  #elif CYTHON_USE_MODULE_STATE
  __pyx_t_1 = PyModule_Create(&__pyx_moduledef); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  {
    int add_module_result = PyState_AddModule(__pyx_t_1, &__pyx_moduledef);
    __pyx_t_1 = 0; /* transfer ownership from __pyx_t_1 to "galaxy_model" pseudovariable */
    if (unlikely((add_module_result < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
    pystate_addmodule_run = 1;
  }
  #else
  __pyx_m = PyModule_Create(&__pyx_moduledef);
  if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #endif
  CYTHON_UNUSED_VAR(__pyx_t_1);
  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_INCREF(__pyx_d);
  __pyx_b = __Pyx_PyImport_AddModuleRef(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_cython_runtime = __Pyx_PyImport_AddModuleRef((const char *) "cython_runtime"); if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #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("__Pyx_PyMODINIT_FUNC PyInit_galaxy_model(void)", 0);
  if (__Pyx_check_binary_version(__PYX_LIMITED_VERSION_HEX, __Pyx_get_runtime_version(), CYTHON_COMPILING_IN_LIMITED_API) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #ifdef __Pxy_PyFrame_Initialize_Offsets
  __Pxy_PyFrame_Initialize_Offsets();
  #endif
  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error)
  #ifdef __Pyx_CyFunction_USED
  if (__pyx_CyFunction_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_FusedFunction_USED
  if (__pyx_FusedFunction_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_Coroutine_USED
  if (__pyx_Coroutine_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_Generator_USED
  if (__pyx_Generator_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_AsyncGen_USED
  if (__pyx_AsyncGen_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_StopAsyncIteration_USED
  if (__pyx_StopAsyncIteration_init(__pyx_m) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  /*--- Library function declarations ---*/
  /*--- Threads initialization code ---*/
  #if defined(WITH_THREAD) && PY_VERSION_HEX < 0x030700F0 && defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
  PyEval_InitThreads();
  #endif
  /*--- Initialize various global constants etc. ---*/
  if (__Pyx_InitConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  stringtab_initialized = 1;
  if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
  if (__Pyx_init_sys_getdefaultencoding_params() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  if (__pyx_module_is_main_lensmc__galaxy_model) {
    if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
    if (!PyDict_GetItemString(modules, "lensmc.galaxy_model")) {
      if (unlikely((PyDict_SetItemString(modules, "lensmc.galaxy_model", __pyx_m) < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  #endif
  /*--- Builtin init code ---*/
  if (__Pyx_InitCachedBuiltins() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Constants init code ---*/
  if (__Pyx_InitCachedConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Global type/function init code ---*/
  (void)__Pyx_modinit_global_init_code();
  (void)__Pyx_modinit_variable_export_code();
  (void)__Pyx_modinit_function_export_code();
  if (unlikely((__Pyx_modinit_type_init_code() < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
  if (unlikely((__Pyx_modinit_type_import_code() < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
  (void)__Pyx_modinit_variable_import_code();
  (void)__Pyx_modinit_function_import_code();
  /*--- Execution code ---*/
  #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
  if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif

  /* "lensmc/src/cython/galaxy_model.pyx":10
 * cimport cython
 * cimport numpy as np
 * import numpy as np             # <<<<<<<<<<<<<<
 * import os
 * import pickle
 */
  __pyx_t_2 = __Pyx_ImportDottedModule(__pyx_n_s_numpy, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_2) < 0) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":11
 * cimport numpy as np
 * import numpy as np
 * import os             # <<<<<<<<<<<<<<
 * import pickle
 * import pyfftw
 */
  __pyx_t_2 = __Pyx_ImportDottedModule(__pyx_n_s_os, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 11, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_os, __pyx_t_2) < 0) __PYX_ERR(0, 11, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":12
 * import numpy as np
 * import os
 * import pickle             # <<<<<<<<<<<<<<
 * import pyfftw
 * from numpy.fft import ifftshift
 */
  __pyx_t_2 = __Pyx_ImportDottedModule(__pyx_n_s_pickle, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pickle, __pyx_t_2) < 0) __PYX_ERR(0, 12, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":13
 * import os
 * import pickle
 * import pyfftw             # <<<<<<<<<<<<<<
 * from numpy.fft import ifftshift
 * from pkg_resources import resource_filename
 */
  __pyx_t_2 = __Pyx_ImportDottedModule(__pyx_n_s_pyfftw, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 13, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pyfftw, __pyx_t_2) < 0) __PYX_ERR(0, 13, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":14
 * import pickle
 * import pyfftw
 * from numpy.fft import ifftshift             # <<<<<<<<<<<<<<
 * from pkg_resources import resource_filename
 * 
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 14, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_ifftshift);
  __Pyx_GIVEREF(__pyx_n_s_ifftshift);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_ifftshift)) __PYX_ERR(0, 14, __pyx_L1_error);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy_fft, __pyx_t_2, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 14, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_ifftshift); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 14, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ifftshift, __pyx_t_2) < 0) __PYX_ERR(0, 14, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":15
 * import pyfftw
 * from numpy.fft import ifftshift
 * from pkg_resources import resource_filename             # <<<<<<<<<<<<<<
 * 
 * cimport galaxy_model
 */
  __pyx_t_3 = PyList_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 15, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_n_s_resource_filename);
  __Pyx_GIVEREF(__pyx_n_s_resource_filename);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_3, 0, __pyx_n_s_resource_filename)) __PYX_ERR(0, 15, __pyx_L1_error);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_pkg_resources, __pyx_t_3, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 15, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_resource_filename); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 15, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_resource_filename, __pyx_t_3) < 0) __PYX_ERR(0, 15, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":18
 * 
 * cimport galaxy_model
 * from lensmc import __path__ as lensmc_path             # <<<<<<<<<<<<<<
 * from lensmc.utils import LensMCError, logger
 * 
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_path_2);
  __Pyx_GIVEREF(__pyx_n_s_path_2);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_path_2)) __PYX_ERR(0, 18, __pyx_L1_error);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_lensmc, __pyx_t_2, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_path_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_lensmc_path, __pyx_t_2) < 0) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":19
 * cimport galaxy_model
 * from lensmc import __path__ as lensmc_path
 * from lensmc.utils import LensMCError, logger             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_3 = PyList_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_n_s_LensMCError);
  __Pyx_GIVEREF(__pyx_n_s_LensMCError);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_3, 0, __pyx_n_s_LensMCError)) __PYX_ERR(0, 19, __pyx_L1_error);
  __Pyx_INCREF(__pyx_n_s_logger);
  __Pyx_GIVEREF(__pyx_n_s_logger);
  if (__Pyx_PyList_SET_ITEM(__pyx_t_3, 1, __pyx_n_s_logger)) __PYX_ERR(0, 19, __pyx_L1_error);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_lensmc_utils, __pyx_t_3, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_LensMCError); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_LensMCError, __pyx_t_3) < 0) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_logger); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_logger, __pyx_t_3) < 0) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":22
 * 
 * 
 * n_disc = (1.,)             # <<<<<<<<<<<<<<
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_n_disc, __pyx_tuple__17) < 0) __PYX_ERR(0, 22, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":23
 * 
 * n_disc = (1.,)
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)             # <<<<<<<<<<<<<<
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 * rfiducial = (2., 4., 8., 16., 32.)
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_n_bulge, __pyx_tuple__18) < 0) __PYX_ERR(0, 23, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":24
 * n_disc = (1.,)
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)             # <<<<<<<<<<<<<<
 * rfiducial = (2., 4., 8., 16., 32.)
 * oversampling = 1
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_odim, __pyx_tuple__19) < 0) __PYX_ERR(0, 24, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":25
 * n_bulge = (0.5, 1., 1.5, 2., 2.5, 3., 3.5, 4., 4.5, 5., 5.5, 6.)
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 * rfiducial = (2., 4., 8., 16., 32.)             # <<<<<<<<<<<<<<
 * oversampling = 1
 * mdim = 16384
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_rfiducial, __pyx_tuple__20) < 0) __PYX_ERR(0, 25, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":26
 * odim = (32, 48, 64, 96, 128, 192, 256, 384)
 * rfiducial = (2., 4., 8., 16., 32.)
 * oversampling = 1             # <<<<<<<<<<<<<<
 * mdim = 16384
 * n_odim, n_rfiducial = len(odim), len(rfiducial)
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_oversampling, __pyx_int_1) < 0) __PYX_ERR(0, 26, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":27
 * rfiducial = (2., 4., 8., 16., 32.)
 * oversampling = 1
 * mdim = 16384             # <<<<<<<<<<<<<<
 * n_odim, n_rfiducial = len(odim), len(rfiducial)
 * 
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_mdim, __pyx_int_16384) < 0) __PYX_ERR(0, 27, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":28
 * oversampling = 1
 * mdim = 16384
 * n_odim, n_rfiducial = len(odim), len(rfiducial)             # <<<<<<<<<<<<<<
 * 
 * sqrt2 = 1.4142135623730951
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_odim); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_4 == ((Py_ssize_t)-1))) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_rfiducial); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_4 == ((Py_ssize_t)-1))) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_n_odim, __pyx_t_2) < 0) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_n_rfiducial, __pyx_t_3) < 0) __PYX_ERR(0, 28, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":30
 * n_odim, n_rfiducial = len(odim), len(rfiducial)
 * 
 * sqrt2 = 1.4142135623730951             # <<<<<<<<<<<<<<
 * s_cutoff = 18.  # 2 x 2 x 4.5 x exponential scalelength
 * delta_max_pix = 10  # pixels away from the centre
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_sqrt2, __pyx_float_1_4142135623730951) < 0) __PYX_ERR(0, 30, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":31
 * 
 * sqrt2 = 1.4142135623730951
 * s_cutoff = 18.  # 2 x 2 x 4.5 x exponential scalelength             # <<<<<<<<<<<<<<
 * delta_max_pix = 10  # pixels away from the centre
 * 
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_s_cutoff, __pyx_float_18_) < 0) __PYX_ERR(0, 31, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":32
 * sqrt2 = 1.4142135623730951
 * s_cutoff = 18.  # 2 x 2 x 4.5 x exponential scalelength
 * delta_max_pix = 10  # pixels away from the centre             # <<<<<<<<<<<<<<
 * 
 * eye = np.eye(2, dtype=np.float64)
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_delta_max_pix, __pyx_int_10) < 0) __PYX_ERR(0, 32, __pyx_L1_error)

  /* "lensmc/src/cython/galaxy_model.pyx":34
 * delta_max_pix = 10  # pixels away from the centre
 * 
 * eye = np.eye(2, dtype=np.float64)             # <<<<<<<<<<<<<<
 * 
 * failure_array = np.zeros((odim[0], odim[0]), dtype=np.float32)
 */
  __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_eye); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_float64); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_6) < 0) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_tuple__21, __pyx_t_3); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_eye, __pyx_t_6) < 0) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":36
 * eye = np.eye(2, dtype=np.float64)
 * 
 * failure_array = np.zeros((odim[0], odim[0]), dtype=np.float32)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_np); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_odim); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_6, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_odim); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_6, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_2);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_2)) __PYX_ERR(0, 36, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_5);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5)) __PYX_ERR(0, 36, __pyx_L1_error);
  __pyx_t_2 = 0;
  __pyx_t_5 = 0;
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_6);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_6)) __PYX_ERR(0, 36, __pyx_L1_error);
  __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_float32); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_t_6, __pyx_n_s_dtype, __pyx_t_7) < 0) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, __pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_failure_array, __pyx_t_7) < 0) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":41
 * cdef class WorkingArrays:
 * 
 *     __slots__ = ('rfiducial', 'odim', 'mdim', 'oversampling', 'n_bulge', 'n_disc',             # <<<<<<<<<<<<<<
 *                  'bulge_ht', 'disc_ht', 'dsmodel_plan',
 *                  'resampled_model_ft', 'xshift_ft', 'yshift_ft',
 */
  if (__Pyx_SetItemOnTypeDict((PyObject *)__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays, __pyx_n_s_slots, __pyx_tuple__22) < 0) __PYX_ERR(0, 41, __pyx_L1_error)
  PyType_Modified(__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays);

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     cdef tuple state
 *     cdef object _dict
 */
  __pyx_t_7 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_13WorkingArrays_3__reduce_cython__, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_WorkingArrays___reduce_cython, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__24)); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  if (__Pyx_SetItemOnTypeDict((PyObject *)__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays, __pyx_n_s_reduce_cython, __pyx_t_7) < 0) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  PyType_Modified(__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays);

  /* "(tree fragment)":16
 *     else:
 *         return __pyx_unpickle_WorkingArrays, (type(self), 0x2a9f1e7, state)
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_unpickle_WorkingArrays__set_state(self, __pyx_state)
 */
  __pyx_t_7 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_13WorkingArrays_5__setstate_cython__, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_WorkingArrays___setstate_cython, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__26)); if (unlikely(!__pyx_t_7)) __PYX_ERR(2, 16, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  if (__Pyx_SetItemOnTypeDict((PyObject *)__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays, __pyx_n_s_setstate_cython, __pyx_t_7) < 0) __PYX_ERR(2, 16, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  PyType_Modified(__pyx_ptype_6lensmc_12galaxy_model_WorkingArrays);

  /* "lensmc/src/cython/galaxy_model.pyx":92
 *                    tuple psf_ft, WorkingArrays working_arrays,
 *                    np.ndarray[np.float64_t, ndim=2, mode="c"] astrometric_distortion=None,
 *                    double x_offset=0., double y_offset=0.,             # <<<<<<<<<<<<<<
 *                    double pixel_scale=1.,
 *                    bint semimajor=1, bint psf_centring=0,
 */
  __pyx_t_7 = PyFloat_FromDouble(((double)0.)); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 92, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_6 = PyFloat_FromDouble(((double)0.)); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 92, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);

  /* "lensmc/src/cython/galaxy_model.pyx":93
 *                    np.ndarray[np.float64_t, ndim=2, mode="c"] astrometric_distortion=None,
 *                    double x_offset=0., double y_offset=0.,
 *                    double pixel_scale=1.,             # <<<<<<<<<<<<<<
 *                    bint semimajor=1, bint psf_centring=0,
 *                    bint do_hankel_resample=True, bint do_choose_model_size=True, unsigned int odim_min=32):
 */
  __pyx_t_5 = PyFloat_FromDouble(((double)1.)); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 93, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);

  /* "lensmc/src/cython/galaxy_model.pyx":94
 *                    double x_offset=0., double y_offset=0.,
 *                    double pixel_scale=1.,
 *                    bint semimajor=1, bint psf_centring=0,             # <<<<<<<<<<<<<<
 *                    bint do_hankel_resample=True, bint do_choose_model_size=True, unsigned int odim_min=32):
 *     """
 */
  __pyx_t_3 = __Pyx_PyBool_FromLong(((int)1)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 94, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyBool_FromLong(((int)0)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 94, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);

  /* "lensmc/src/cython/galaxy_model.pyx":95
 *                    double pixel_scale=1.,
 *                    bint semimajor=1, bint psf_centring=0,
 *                    bint do_hankel_resample=True, bint do_choose_model_size=True, unsigned int odim_min=32):             # <<<<<<<<<<<<<<
 *     """
 *     Fast galaxy model generation function - wrapper of C source file.
 */
  __pyx_t_8 = __Pyx_PyBool_FromLong(((int)1)); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 95, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_9 = __Pyx_PyBool_FromLong(((int)1)); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 95, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_10 = __Pyx_PyInt_From_unsigned_int(((unsigned int)32)); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 95, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);

  /* "lensmc/src/cython/galaxy_model.pyx":87
 * 
 * 
 * @cython.boundscheck(False)             # <<<<<<<<<<<<<<
 * @cython.wraparound(False)
 * def generate_model(double e1, double e2, double s, double delta_x, double delta_y, tuple model_ht,
 */
  __pyx_t_11 = PyTuple_New(9); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 0, Py_None)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_7);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_7)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_6);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_t_6)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_5);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 3, __pyx_t_5)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_3);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 4, __pyx_t_3)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_2);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 5, __pyx_t_2)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_8);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 6, __pyx_t_8)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_9);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 7, __pyx_t_9)) __PYX_ERR(0, 87, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_10);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_11, 8, __pyx_t_10)) __PYX_ERR(0, 87, __pyx_L1_error);
  __pyx_t_7 = 0;
  __pyx_t_6 = 0;
  __pyx_t_5 = 0;
  __pyx_t_3 = 0;
  __pyx_t_2 = 0;
  __pyx_t_8 = 0;
  __pyx_t_9 = 0;
  __pyx_t_10 = 0;
  __pyx_t_10 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_1generate_model, 0, __pyx_n_s_generate_model, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__28)); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_10, __pyx_t_11);
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_generate_model, __pyx_t_10) < 0) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":192
 * 
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */
  __pyx_t_10 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_3generate_templates, 0, __pyx_n_s_generate_templates, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__30)); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  if (!__Pyx_CyFunction_InitDefaults(__pyx_t_10, sizeof(__pyx_defaults), 6)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_rfiducial); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_t_10)->__pyx_arg_rfiducial = __pyx_t_11;
  __Pyx_GIVEREF(__pyx_t_11);
  __pyx_t_11 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_oversampling); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_t_10)->__pyx_arg_oversampling = __pyx_t_11;
  __Pyx_GIVEREF(__pyx_t_11);
  __pyx_t_11 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_mdim); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_t_10)->__pyx_arg_mdim = __pyx_t_11;
  __Pyx_GIVEREF(__pyx_t_11);
  __pyx_t_11 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":193
 * 
 * def generate_templates(rfiducial=rfiducial, oversampling=oversampling, cache_file=None, mdim=mdim,
 *                        n_bulge=n_bulge, n_disc=n_disc, dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):             # <<<<<<<<<<<<<<
 *     """
 *     Make a set of isotropic model templates (i.e. circular galaxies) for fast model generation.
 */
  __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_n_bulge); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 193, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_t_10)->__pyx_arg_n_bulge = __pyx_t_11;
  __Pyx_GIVEREF(__pyx_t_11);
  __pyx_t_11 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_n_disc); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 193, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_t_10)->__pyx_arg_n_disc = __pyx_t_11;
  __Pyx_GIVEREF(__pyx_t_11);
  __pyx_t_11 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_np); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 193, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_float32); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 193, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  __Pyx_CyFunction_Defaults(__pyx_defaults, __pyx_t_10)->__pyx_arg_dtype = __pyx_t_9;
  __Pyx_GIVEREF(__pyx_t_9);
  __pyx_t_9 = 0;
  __Pyx_CyFunction_SetDefaultsGetter(__pyx_t_10, __pyx_pf_6lensmc_12galaxy_model_8__defaults__);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_generate_templates, __pyx_t_10) < 0) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":323
 * 
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,             # <<<<<<<<<<<<<<
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):
 *     """
 */
  __pyx_t_10 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_5alloc_working_arrays, 0, __pyx_n_s_alloc_working_arrays, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__32)); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  if (!__Pyx_CyFunction_InitDefaults(__pyx_t_10, sizeof(__pyx_defaults1), 5)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_rfiducial); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_t_10)->__pyx_arg_rfiducial = __pyx_t_9;
  __Pyx_GIVEREF(__pyx_t_9);
  __pyx_t_9 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_odim); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_t_10)->__pyx_arg_odim = __pyx_t_9;
  __Pyx_GIVEREF(__pyx_t_9);
  __pyx_t_9 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_oversampling); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_t_10)->__pyx_arg_oversampling = __pyx_t_9;
  __Pyx_GIVEREF(__pyx_t_9);
  __pyx_t_9 = 0;
  __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_mdim); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_t_10)->__pyx_arg_mdim = __pyx_t_9;
  __Pyx_GIVEREF(__pyx_t_9);
  __pyx_t_9 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":324
 * 
 * def alloc_working_arrays(n_bulge, n_disc, rfiducial=rfiducial, odim=odim, oversampling=oversampling, cache_file=None, mdim=mdim,
 *                          dtype=np.float32, fftw_flags=('FFTW_MEASURE',)):             # <<<<<<<<<<<<<<
 *     """
 *     Allocate the dictionary of working arrays for fast model generation.
 */
  __Pyx_GetModuleGlobalName(__pyx_t_9, __pyx_n_s_np); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 324, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_float32); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 324, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __Pyx_CyFunction_Defaults(__pyx_defaults1, __pyx_t_10)->__pyx_arg_dtype = __pyx_t_11;
  __Pyx_GIVEREF(__pyx_t_11);
  __pyx_t_11 = 0;
  __Pyx_CyFunction_SetDefaultsGetter(__pyx_t_10, __pyx_pf_6lensmc_12galaxy_model_10__defaults__);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_alloc_working_arrays, __pyx_t_10) < 0) __PYX_ERR(0, 323, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

  /* "(tree fragment)":1
 * def __pyx_unpickle_WorkingArrays(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */
  __pyx_t_10 = __Pyx_CyFunction_New(&__pyx_mdef_6lensmc_12galaxy_model_7__pyx_unpickle_WorkingArrays, 0, __pyx_n_s_pyx_unpickle_WorkingArrays, NULL, __pyx_n_s_lensmc_galaxy_model, __pyx_d, ((PyObject *)__pyx_codeobj__34)); if (unlikely(!__pyx_t_10)) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pyx_unpickle_WorkingArrays, __pyx_t_10) < 0) __PYX_ERR(2, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

  /* "lensmc/src/cython/galaxy_model.pyx":1
 * """             # <<<<<<<<<<<<<<
 * LensMC - a Python package for weak lensing shear measurements.
 * Fast galaxy model generation interfacing with C library.
 */
  __pyx_t_10 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_10) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

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

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  if (__pyx_m) {
    if (__pyx_d && stringtab_initialized) {
      __Pyx_AddTraceback("init lensmc.galaxy_model", __pyx_clineno, __pyx_lineno, __pyx_filename);
    }
    #if !CYTHON_USE_MODULE_STATE
    Py_CLEAR(__pyx_m);
    #else
    Py_DECREF(__pyx_m);
    if (pystate_addmodule_run) {
      PyObject *tp, *value, *tb;
      PyErr_Fetch(&tp, &value, &tb);
      PyState_RemoveModule(&__pyx_moduledef);
      PyErr_Restore(tp, value, tb);
    }
    #endif
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init lensmc.galaxy_model");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  return (__pyx_m != NULL) ? 0 : -1;
  #elif PY_MAJOR_VERSION >= 3
  return __pyx_m;
  #else
  return;
  #endif
}
/* #### Code section: cleanup_globals ### */
/* #### Code section: cleanup_module ### */
/* #### Code section: main_method ### */
/* #### Code section: utility_code_pragmas ### */
#ifdef _MSC_VER
#pragma warning( push )
/* Warning 4127: conditional expression is constant
 * Cython uses constant conditional expressions to allow in inline functions to be optimized at
 * compile-time, so this warning is not useful
 */
#pragma warning( disable : 4127 )
#endif



/* #### Code section: utility_code_def ### */

/* --- Runtime support code --- */
/* Refnanny */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule(modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, "RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif

/* PyErrExceptionMatches */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
    int result;
    PyObject *exc_type;
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject *current_exception = tstate->current_exception;
    if (unlikely(!current_exception)) return 0;
    exc_type = (PyObject*) Py_TYPE(current_exception);
    if (exc_type == err) return 1;
#else
    exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
#endif
    #if CYTHON_AVOID_BORROWED_REFS
    Py_INCREF(exc_type);
    #endif
    if (unlikely(PyTuple_Check(err))) {
        result = __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
    } else {
        result = __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
    }
    #if CYTHON_AVOID_BORROWED_REFS
    Py_DECREF(exc_type);
    #endif
    return result;
}
#endif

/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject *tmp_value;
    assert(type == NULL || (value != NULL && type == (PyObject*) Py_TYPE(value)));
    if (value) {
        #if CYTHON_COMPILING_IN_CPYTHON
        if (unlikely(((PyBaseExceptionObject*) value)->traceback != tb))
        #endif
            PyException_SetTraceback(value, tb);
    }
    tmp_value = tstate->current_exception;
    tstate->current_exception = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
#else
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject* exc_value;
    exc_value = tstate->current_exception;
    tstate->current_exception = 0;
    *value = exc_value;
    *type = NULL;
    *tb = NULL;
    if (exc_value) {
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        #if CYTHON_COMPILING_IN_CPYTHON
        *tb = ((PyBaseExceptionObject*) exc_value)->traceback;
        Py_XINCREF(*tb);
        #else
        *tb = PyException_GetTraceback(exc_value);
        #endif
    }
#else
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#endif
}
#endif

/* PyObjectGetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
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);
}
#endif

/* PyObjectGetAttrStrNoError */
#if __PYX_LIMITED_VERSION_HEX < 0x030d00A1
static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
#endif
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
    (void) PyObject_GetOptionalAttr(obj, attr_name, &result);
    return result;
#else
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
#endif
}

/* GetBuiltinName */
static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_b, name);
    if (unlikely(!result) && !PyErr_Occurred()) {
        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;
}

/* GetTopmostException */
#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_value == NULL || exc_info->exc_value == Py_None) &&
           exc_info->previous_item != NULL)
    {
        exc_info = exc_info->previous_item;
    }
    return exc_info;
}
#endif

/* SaveResetException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    PyObject *exc_value = exc_info->exc_value;
    if (exc_value == NULL || exc_value == Py_None) {
        *value = NULL;
        *type = NULL;
        *tb = NULL;
    } else {
        *value = exc_value;
        Py_INCREF(*value);
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        *tb = PyException_GetTraceback(exc_value);
    }
  #elif CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #endif
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    PyObject *tmp_value = exc_info->exc_value;
    exc_info->exc_value = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
  #else
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = type;
    exc_info->exc_value = value;
    exc_info->exc_traceback = tb;
    #else
    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;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
  #endif
}
#endif

/* GetException */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
#endif
{
    PyObject *local_type = NULL, *local_value, *local_tb = NULL;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
  #if PY_VERSION_HEX >= 0x030C00A6
    local_value = tstate->current_exception;
    tstate->current_exception = 0;
    if (likely(local_value)) {
        local_type = (PyObject*) Py_TYPE(local_value);
        Py_INCREF(local_type);
        local_tb = PyException_GetTraceback(local_value);
    }
  #else
    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;
  #endif
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE && PY_VERSION_HEX >= 0x030C00A6
    if (unlikely(tstate->current_exception))
#elif CYTHON_FAST_THREAD_STATE
    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_FAST_THREAD_STATE
    #if CYTHON_USE_EXC_INFO_STACK
    {
        _PyErr_StackItem *exc_info = tstate->exc_info;
      #if PY_VERSION_HEX >= 0x030B00a4
        tmp_value = exc_info->exc_value;
        exc_info->exc_value = local_value;
        tmp_type = NULL;
        tmp_tb = NULL;
        Py_XDECREF(local_type);
        Py_XDECREF(local_tb);
      #else
        tmp_type = exc_info->exc_type;
        tmp_value = exc_info->exc_value;
        tmp_tb = exc_info->exc_traceback;
        exc_info->exc_type = local_type;
        exc_info->exc_value = local_value;
        exc_info->exc_traceback = local_tb;
      #endif
    }
    #else
    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;
    #endif
    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;
}

/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    #if PY_MAJOR_VERSION < 3
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    #else
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    #endif
    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

/* RaiseException */
#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    __Pyx_PyThreadState_declare
    CYTHON_UNUSED_VAR(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_PyThreadState_assign
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
    if (cause) {
        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 PY_VERSION_HEX >= 0x030C00A6
        PyException_SetTraceback(value, tb);
      #elif CYTHON_FAST_THREAD_STATE
        PyThreadState *tstate = __Pyx_PyThreadState_Current;
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
#else
        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);
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

/* TupleAndListFromArray */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
    PyObject *v;
    Py_ssize_t i;
    for (i = 0; i < length; i++) {
        v = dest[i] = src[i];
        Py_INCREF(v);
    }
}
static CYTHON_INLINE PyObject *
__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    if (n <= 0) {
        Py_INCREF(__pyx_empty_tuple);
        return __pyx_empty_tuple;
    }
    res = PyTuple_New(n);
    if (unlikely(res == NULL)) return NULL;
    __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n);
    return res;
}
static CYTHON_INLINE PyObject *
__Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    if (n <= 0) {
        return PyList_New(0);
    }
    res = PyList_New(n);
    if (unlikely(res == NULL)) return NULL;
    __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n);
    return res;
}
#endif

/* BytesEquals */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
    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;
#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
            Py_hash_t hash1, hash2;
            hash1 = ((PyBytesObject*)s1)->ob_shash;
            hash2 = ((PyBytesObject*)s2)->ob_shash;
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                return (equals == Py_NE);
            }
#endif
            result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

/* UnicodeEquals */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
    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;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
        #if CYTHON_PEP393_ENABLED
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
        #else
            hash1 = ((PyUnicodeObject*)s1)->hash;
            hash2 = ((PyUnicodeObject*)s2)->hash;
        #endif
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                goto return_ne;
            }
        }
#endif
        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_MAJOR_VERSION < 3
        Py_XDECREF(owned_ref);
        #endif
        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
}

/* fastcall */
#if CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s)
{
    Py_ssize_t i, n = PyTuple_GET_SIZE(kwnames);
    for (i = 0; i < n; i++)
    {
        if (s == PyTuple_GET_ITEM(kwnames, i)) return kwvalues[i];
    }
    for (i = 0; i < n; i++)
    {
        int eq = __Pyx_PyUnicode_Equals(s, PyTuple_GET_ITEM(kwnames, i), Py_EQ);
        if (unlikely(eq != 0)) {
            if (unlikely(eq < 0)) return NULL;
            return kwvalues[i];
        }
    }
    return NULL;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues) {
    Py_ssize_t i, nkwargs = PyTuple_GET_SIZE(kwnames);
    PyObject *dict;
    dict = PyDict_New();
    if (unlikely(!dict))
        return NULL;
    for (i=0; i<nkwargs; i++) {
        PyObject *key = PyTuple_GET_ITEM(kwnames, i);
        if (unlikely(PyDict_SetItem(dict, key, kwvalues[i]) < 0))
            goto bad;
    }
    return dict;
bad:
    Py_DECREF(dict);
    return NULL;
}
#endif
#endif

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

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

/* ParseKeywords */
static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject *const *kwvalues,
    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;
    int kwds_is_tuple = CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds));
    while (1) {
        Py_XDECREF(key); key = NULL;
        Py_XDECREF(value); value = NULL;
        if (kwds_is_tuple) {
            Py_ssize_t size;
#if CYTHON_ASSUME_SAFE_MACROS
            size = PyTuple_GET_SIZE(kwds);
#else
            size = PyTuple_Size(kwds);
            if (size < 0) goto bad;
#endif
            if (pos >= size) break;
#if CYTHON_AVOID_BORROWED_REFS
            key = __Pyx_PySequence_ITEM(kwds, pos);
            if (!key) goto bad;
#elif CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kwds, pos);
#else
            key = PyTuple_GetItem(kwds, pos);
            if (!key) goto bad;
#endif
            value = kwvalues[pos];
            pos++;
        }
        else
        {
            if (!PyDict_Next(kwds, &pos, &key, &value)) break;
#if CYTHON_AVOID_BORROWED_REFS
            Py_INCREF(key);
#endif
        }
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
#if CYTHON_AVOID_BORROWED_REFS
            Py_INCREF(value);
            Py_DECREF(key);
#endif
            key = NULL;
            value = NULL;
            continue;
        }
#if !CYTHON_AVOID_BORROWED_REFS
        Py_INCREF(key);
#endif
        Py_INCREF(value);
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (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;
#if CYTHON_AVOID_BORROWED_REFS
                    value = NULL;
#endif
                    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 = (
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key)
                );
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
#if CYTHON_AVOID_BORROWED_REFS
                    value = NULL;
#endif
                    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
                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(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;
        }
    }
    Py_XDECREF(key);
    Py_XDECREF(value);
    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:
    #if PY_MAJOR_VERSION < 3
    PyErr_Format(PyExc_TypeError,
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
    PyErr_Format(PyExc_TypeError,
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    Py_XDECREF(key);
    Py_XDECREF(value);
    return -1;
}

/* ArgTypeTest */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
{
    __Pyx_TypeName type_name;
    __Pyx_TypeName obj_type_name;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    else if (exact) {
        #if PY_MAJOR_VERSION == 2
        if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
    }
    type_name = __Pyx_PyType_GetName(type);
    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME
        ", got " __Pyx_FMT_TYPENAME ")", name, type_name, obj_type_name);
    __Pyx_DECREF_TypeName(type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* IsLittleEndian */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
{
  union {
    uint32_t u32;
    uint8_t u8[4];
  } S;
  S.u32 = 0x01020304;
  return S.u8[0] == 4;
}

/* BufferFormatCheck */
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 '?': return "'bool'";
    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 "unparsable 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 '?': 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, int is_complex) {
  CYTHON_UNUSED_VAR(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, int is_complex) {
  CYTHON_UNUSED_VAR(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 '?': 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 int
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number, ndim;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return -1;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return -1;
    ndim = ctx->head->field->type->ndim;
    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 -1;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) {
            PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
            return -1;
        }
        if (*ts != ',' && *ts != ')') {
            PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
            return -1;
        }
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim) {
        PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
        return -1;
    }
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return -1;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return 0;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_Is_Little_Endian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_Is_Little_Endian()) {
          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;
        }
        CYTHON_FALLTHROUGH;
      case '?': 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->is_valid_array)) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
        CYTHON_FALLTHROUGH;
      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) < 0) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}

/* BufferGetAndValidate */
  static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (unlikely(info->buf == NULL)) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}
static 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 int __Pyx__GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  buf->buf = NULL;
  if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) {
    __Pyx_ZeroBuffer(buf);
    return -1;
  }
  if (unlikely(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 (unlikely((size_t)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_SafeReleaseBuffer(buf);
  return -1;
}

/* KeywordStringCheck */
  static int __Pyx_CheckKeywordStrings(
    PyObject *kw,
    const char* function_name,
    int kw_allowed)
{
    PyObject* key = 0;
    Py_ssize_t pos = 0;
#if CYTHON_COMPILING_IN_PYPY
    if (!kw_allowed && PyDict_Next(kw, &pos, &key, 0))
        goto invalid_keyword;
    return 1;
#else
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kw))) {
        Py_ssize_t kwsize;
#if CYTHON_ASSUME_SAFE_MACROS
        kwsize = PyTuple_GET_SIZE(kw);
#else
        kwsize = PyTuple_Size(kw);
        if (kwsize < 0) return 0;
#endif
        if (unlikely(kwsize == 0))
            return 1;
        if (!kw_allowed) {
#if CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kw, 0);
#else
            key = PyTuple_GetItem(kw, pos);
            if (!key) return 0;
#endif
            goto invalid_keyword;
        }
#if PY_VERSION_HEX < 0x03090000
        for (pos = 0; pos < kwsize; pos++) {
#if CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kw, pos);
#else
            key = PyTuple_GetItem(kw, pos);
            if (!key) return 0;
#endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
        }
#endif
        return 1;
    }
    while (PyDict_Next(kw, &pos, &key, 0)) {
        #if PY_MAJOR_VERSION < 3
        if (unlikely(!PyString_Check(key)))
        #endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
    }
    if (!kw_allowed && unlikely(key))
        goto invalid_keyword;
    return 1;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    return 0;
#endif
invalid_keyword:
    #if PY_MAJOR_VERSION < 3
    PyErr_Format(PyExc_TypeError,
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
    PyErr_Format(PyExc_TypeError,
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
    return 0;
}

/* GetAttr3 */
  #if __PYX_LIMITED_VERSION_HEX < 0x030d00A1
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
#endif
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
    int res = PyObject_GetOptionalAttr(o, n, &r);
    return (res != 0) ? r : __Pyx_NewRef(d);
#else
  #if CYTHON_USE_TYPE_SLOTS
    if (likely(PyString_Check(n))) {
        r = __Pyx_PyObject_GetAttrStrNoError(o, n);
        if (unlikely(!r) && likely(!PyErr_Occurred())) {
            r = __Pyx_NewRef(d);
        }
        return r;
    }
  #endif
    r = PyObject_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
#endif
}

/* PyDictVersioning */
  #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
  #if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && PY_VERSION_HEX < 0x030d0000
    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    } else if (unlikely(PyErr_Occurred())) {
        return NULL;
    }
#elif CYTHON_COMPILING_IN_LIMITED_API
    if (unlikely(!__pyx_m)) {
        return NULL;
    }
    result = PyObject_GetAttr(__pyx_m, name);
    if (likely(result)) {
        return result;
    }
#else
    result = PyDict_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
#endif
#else
    result = PyObject_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* RaiseUnexpectedTypeError */
  static int
__Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj)
{
    __Pyx_TypeName obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError, "Expected %s, got " __Pyx_FMT_TYPENAME,
                 expected, obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* ExtTypeTest */
  static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    __Pyx_TypeName obj_type_name;
    __Pyx_TypeName type_name;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    type_name = __Pyx_PyType_GetName(type);
    PyErr_Format(PyExc_TypeError,
                 "Cannot convert " __Pyx_FMT_TYPENAME " to " __Pyx_FMT_TYPENAME,
                 obj_type_name, type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    __Pyx_DECREF_TypeName(type_name);
    return 0;
}

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

/* PyFunctionFastCall */
  #if CYTHON_FAST_PYCALL && !CYTHON_VECTORCALL
static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
                                               PyObject *globals) {
    PyFrameObject *f;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject **fastlocals;
    Py_ssize_t i;
    PyObject *result;
    assert(globals != NULL);
    /* XXX Perhaps we should create a specialized
       PyFrame_New() that doesn't take locals, but does
       take builtins without sanity checking them.
       */
    assert(tstate != NULL);
    f = PyFrame_New(tstate, co, globals, NULL);
    if (f == NULL) {
        return NULL;
    }
    fastlocals = __Pyx_PyFrame_GetLocalsplus(f);
    for (i = 0; i < na; i++) {
        Py_INCREF(*args);
        fastlocals[i] = *args++;
    }
    result = PyEval_EvalFrameEx(f,0);
    ++tstate->recursion_depth;
    Py_DECREF(f);
    --tstate->recursion_depth;
    return result;
}
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) {
    PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
    PyObject *globals = PyFunction_GET_GLOBALS(func);
    PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
    PyObject *closure;
#if PY_MAJOR_VERSION >= 3
    PyObject *kwdefs;
#endif
    PyObject *kwtuple, **k;
    PyObject **d;
    Py_ssize_t nd;
    Py_ssize_t nk;
    PyObject *result;
    assert(kwargs == NULL || PyDict_Check(kwargs));
    nk = kwargs ? PyDict_Size(kwargs) : 0;
    #if PY_MAJOR_VERSION < 3
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) {
        return NULL;
    }
    #else
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object"))) {
        return NULL;
    }
    #endif
    if (
#if PY_MAJOR_VERSION >= 3
            co->co_kwonlyargcount == 0 &&
#endif
            likely(kwargs == NULL || nk == 0) &&
            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
        if (argdefs == NULL && co->co_argcount == nargs) {
            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
            goto done;
        }
        else if (nargs == 0 && argdefs != NULL
                 && co->co_argcount == Py_SIZE(argdefs)) {
            /* function called with no arguments, but all parameters have
               a default value: use default values as arguments .*/
            args = &PyTuple_GET_ITEM(argdefs, 0);
            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
            goto done;
        }
    }
    if (kwargs != NULL) {
        Py_ssize_t pos, i;
        kwtuple = PyTuple_New(2 * nk);
        if (kwtuple == NULL) {
            result = NULL;
            goto done;
        }
        k = &PyTuple_GET_ITEM(kwtuple, 0);
        pos = i = 0;
        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
            Py_INCREF(k[i]);
            Py_INCREF(k[i+1]);
            i += 2;
        }
        nk = i / 2;
    }
    else {
        kwtuple = NULL;
        k = NULL;
    }
    closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
    if (argdefs != NULL) {
        d = &PyTuple_GET_ITEM(argdefs, 0);
        nd = Py_SIZE(argdefs);
    }
    else {
        d = NULL;
        nd = 0;
    }
#if PY_MAJOR_VERSION >= 3
    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif

/* PyObjectCallMethO */
  #if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = __Pyx_CyOrPyCFunction_GET_FUNCTION(func);
    self = __Pyx_CyOrPyCFunction_GET_SELF(func);
    #if PY_MAJOR_VERSION < 3
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    #else
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    #endif
    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

/* PyObjectFastCall */
  #if PY_VERSION_HEX < 0x03090000 || CYTHON_COMPILING_IN_LIMITED_API
static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject **args, size_t nargs, PyObject *kwargs) {
    PyObject *argstuple;
    PyObject *result = 0;
    size_t i;
    argstuple = PyTuple_New((Py_ssize_t)nargs);
    if (unlikely(!argstuple)) return NULL;
    for (i = 0; i < nargs; i++) {
        Py_INCREF(args[i]);
        if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) < 0) goto bad;
    }
    result = __Pyx_PyObject_Call(func, argstuple, kwargs);
  bad:
    Py_DECREF(argstuple);
    return result;
}
#endif
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject **args, size_t _nargs, PyObject *kwargs) {
    Py_ssize_t nargs = __Pyx_PyVectorcall_NARGS(_nargs);
#if CYTHON_COMPILING_IN_CPYTHON
    if (nargs == 0 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_NOARGS))
            return __Pyx_PyObject_CallMethO(func, NULL);
    }
    else if (nargs == 1 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_O))
            return __Pyx_PyObject_CallMethO(func, args[0]);
    }
#endif
    #if PY_VERSION_HEX < 0x030800B1
    #if CYTHON_FAST_PYCCALL
    if (PyCFunction_Check(func)) {
        if (kwargs) {
            return _PyCFunction_FastCallDict(func, args, nargs, kwargs);
        } else {
            return _PyCFunction_FastCallKeywords(func, args, nargs, NULL);
        }
    }
    #if PY_VERSION_HEX >= 0x030700A1
    if (!kwargs && __Pyx_IS_TYPE(func, &PyMethodDescr_Type)) {
        return _PyMethodDescr_FastCallKeywords(func, args, nargs, NULL);
    }
    #endif
    #endif
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs);
    }
    #endif
    #endif
    if (kwargs == NULL) {
        #if CYTHON_VECTORCALL
        #if PY_VERSION_HEX < 0x03090000
        vectorcallfunc f = _PyVectorcall_Function(func);
        #else
        vectorcallfunc f = PyVectorcall_Function(func);
        #endif
        if (f) {
            return f(func, args, (size_t)nargs, NULL);
        }
        #elif defined(__Pyx_CyFunction_USED) && CYTHON_BACKPORT_VECTORCALL
        if (__Pyx_CyFunction_CheckExact(func)) {
            __pyx_vectorcallfunc f = __Pyx_CyFunction_func_vectorcall(func);
            if (f) return f(func, args, (size_t)nargs, NULL);
        }
        #endif
    }
    if (nargs == 0) {
        return __Pyx_PyObject_Call(func, __pyx_empty_tuple, kwargs);
    }
    #if PY_VERSION_HEX >= 0x03090000 && !CYTHON_COMPILING_IN_LIMITED_API
    return PyObject_VectorcallDict(func, args, (size_t)nargs, kwargs);
    #else
    return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs);
    #endif
}

/* PyObjectCallOneArg */
  static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *args[2] = {NULL, arg};
    return __Pyx_PyObject_FastCall(func, args+1, 1 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* GetItemInt */
  static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (unlikely(!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_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, wrapped_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_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyTuple_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, wrapped_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_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely(__Pyx_is_valid_index(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(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (mm && mm->mp_subscript) {
            PyObject *r, *key = PyInt_FromSsize_t(i);
            if (unlikely(!key)) return NULL;
            r = mm->mp_subscript(o, key);
            Py_DECREF(key);
            return r;
        }
        if (likely(sm && sm->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) {
                Py_ssize_t l = sm->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return NULL;
                    PyErr_Clear();
                }
            }
            return sm->sq_item(o, i);
        }
    }
#else
    if (is_list || !PyMapping_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

/* ObjectGetItem */
  #if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) {
    PyObject *runerr = NULL;
    Py_ssize_t key_value;
    key_value = __Pyx_PyIndex_AsSsize_t(index);
    if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
        return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
    }
    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
        __Pyx_TypeName index_type_name = __Pyx_PyType_GetName(Py_TYPE(index));
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError,
            "cannot fit '" __Pyx_FMT_TYPENAME "' into an index-sized integer", index_type_name);
        __Pyx_DECREF_TypeName(index_type_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem_Slow(PyObject *obj, PyObject *key) {
    __Pyx_TypeName obj_type_name;
    if (likely(PyType_Check(obj))) {
        PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(obj, __pyx_n_s_class_getitem);
        if (!meth) {
            PyErr_Clear();
        } else {
            PyObject *result = __Pyx_PyObject_CallOneArg(meth, key);
            Py_DECREF(meth);
            return result;
        }
    }
    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "'" __Pyx_FMT_TYPENAME "' object is not subscriptable", obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) {
    PyTypeObject *tp = Py_TYPE(obj);
    PyMappingMethods *mm = tp->tp_as_mapping;
    PySequenceMethods *sm = tp->tp_as_sequence;
    if (likely(mm && mm->mp_subscript)) {
        return mm->mp_subscript(obj, key);
    }
    if (likely(sm && sm->sq_item)) {
        return __Pyx_PyObject_GetIndex(obj, key);
    }
    return __Pyx_PyObject_GetItem_Slow(obj, key);
}
#endif

/* RaiseUnboundLocalError */
  static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* PyFloatBinop */
  #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyFloat_SubtractObjC(PyObject *op1, PyObject *op2, double floatval, int inplace, int zerodivision_check) {
    const double b = floatval;
    double a, result;
    CYTHON_UNUSED_VAR(inplace);
    CYTHON_UNUSED_VAR(zerodivision_check);
    if (likely(PyFloat_CheckExact(op1))) {
#if CYTHON_COMPILING_IN_LIMITED_API
        a = __pyx_PyFloat_AsDouble(op1);
#else
        a = PyFloat_AS_DOUBLE(op1);
#endif
        
    } else
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        a = (double) PyInt_AS_LONG(op1);
        
    } else
    #endif
    if (likely(PyLong_CheckExact(op1))) {
        #if CYTHON_USE_PYLONG_INTERNALS
        if (__Pyx_PyLong_IsZero(op1)) {
            a = 0.0;
            
        } else if (__Pyx_PyLong_IsCompact(op1)) {
            a = (double) __Pyx_PyLong_CompactValue(op1);
        } else {
            const digit* digits = __Pyx_PyLong_Digits(op1);
            const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(op1);
            switch (size) {
                case -2:
                case 2:
                    if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT && ((8 * sizeof(unsigned long) < 53) || (1 * PyLong_SHIFT < 53))) {
                        a = (double) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        if ((8 * sizeof(unsigned long) < 53) || (2 * PyLong_SHIFT < 53) || (a < (double) ((PY_LONG_LONG)1 << 53))) {
                            if (size == -2)
                                a = -a;
                            break;
                        }
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                case 3:
                    if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT && ((8 * sizeof(unsigned long) < 53) || (2 * PyLong_SHIFT < 53))) {
                        a = (double) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        if ((8 * sizeof(unsigned long) < 53) || (3 * PyLong_SHIFT < 53) || (a < (double) ((PY_LONG_LONG)1 << 53))) {
                            if (size == -3)
                                a = -a;
                            break;
                        }
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                case 4:
                    if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT && ((8 * sizeof(unsigned long) < 53) || (3 * PyLong_SHIFT < 53))) {
                        a = (double) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        if ((8 * sizeof(unsigned long) < 53) || (4 * PyLong_SHIFT < 53) || (a < (double) ((PY_LONG_LONG)1 << 53))) {
                            if (size == -4)
                                a = -a;
                            break;
                        }
                    }
                    CYTHON_FALLTHROUGH;
                default:
        #endif
                    a = PyLong_AsDouble(op1);
                    if (unlikely(a == -1.0 && PyErr_Occurred())) return NULL;
        #if CYTHON_USE_PYLONG_INTERNALS
            }
        }
        #endif
    } else {
        return (inplace ? PyNumber_InPlaceSubtract : PyNumber_Subtract)(op1, op2);
    }
        PyFPE_START_PROTECT("subtract", return NULL)
        result = a - b;
        PyFPE_END_PROTECT(result)
        return PyFloat_FromDouble(result);
}
#endif

/* PyIntBinop */
  #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_MultiplyCObj(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_MAYBE_UNUSED_VAR(inplace);
    CYTHON_UNUSED_VAR(zerodivision_check);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op2))) {
        const long a = intval;
        long b = PyInt_AS_LONG(op2);
        
#ifdef HAVE_LONG_LONG
            if (sizeof(PY_LONG_LONG) > sizeof(long)) {
                PY_LONG_LONG result = (PY_LONG_LONG)a * (PY_LONG_LONG)b;
                return (result >= LONG_MIN && result <= LONG_MAX) ?
                    PyInt_FromLong((long)result) : PyLong_FromLongLong(result);
            }
#endif
#if CYTHON_USE_TYPE_SLOTS
            return PyInt_Type.tp_as_number->nb_multiply(op1, op2);
#else
            return PyNumber_Multiply(op1, op2);
#endif
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op2))) {
        const long a = intval;
        long b, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG lla = intval;
        PY_LONG_LONG llb, llx;
#endif
        if (unlikely(__Pyx_PyLong_IsZero(op2))) {
            return __Pyx_NewRef(op2);
        }
        if (likely(__Pyx_PyLong_IsCompact(op2))) {
            b = __Pyx_PyLong_CompactValue(op2);
        } else {
            const digit* digits = __Pyx_PyLong_Digits(op2);
            const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(op2);
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT+30) {
                        b = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT+30) {
                        llb = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT+30) {
                        b = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT+30) {
                        llb = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT+30) {
                        b = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT+30) {
                        llb = -(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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT+30) {
                        b = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT+30) {
                        llb = (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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT+30) {
                        b = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT+30) {
                        llb = -(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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT+30) {
                        b = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT+30) {
                        llb = (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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_multiply(op1, op2);
            }
        }
                CYTHON_UNUSED_VAR(a);
                CYTHON_UNUSED_VAR(b);
                #ifdef HAVE_LONG_LONG
                llb = b;
                goto long_long;
                #else
                return PyLong_Type.tp_as_number->nb_multiply(op1, op2);
                #endif
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla * llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op2)) {
        const long a = intval;
#if CYTHON_COMPILING_IN_LIMITED_API
        double b = __pyx_PyFloat_AsDouble(op2);
#else
        double b = PyFloat_AS_DOUBLE(op2);
#endif
            double result;
            
            PyFPE_START_PROTECT("multiply", return NULL)
            result = ((double)a) * (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceMultiply : PyNumber_Multiply)(op1, op2);
}
#endif

/* pep479 */
  static void __Pyx_Generator_Replace_StopIteration(int in_async_gen) {
    PyObject *exc, *val, *tb, *cur_exc;
    __Pyx_PyThreadState_declare
    #ifdef __Pyx_StopAsyncIteration_USED
    int is_async_stopiteration = 0;
    #endif
    CYTHON_MAYBE_UNUSED_VAR(in_async_gen);
    cur_exc = PyErr_Occurred();
    if (likely(!__Pyx_PyErr_GivenExceptionMatches(cur_exc, PyExc_StopIteration))) {
        #ifdef __Pyx_StopAsyncIteration_USED
        if (in_async_gen && unlikely(__Pyx_PyErr_GivenExceptionMatches(cur_exc, __Pyx_PyExc_StopAsyncIteration))) {
            is_async_stopiteration = 1;
        } else
        #endif
            return;
    }
    __Pyx_PyThreadState_assign
    __Pyx_GetException(&exc, &val, &tb);
    Py_XDECREF(exc);
    Py_XDECREF(val);
    Py_XDECREF(tb);
    PyErr_SetString(PyExc_RuntimeError,
        #ifdef __Pyx_StopAsyncIteration_USED
        is_async_stopiteration ? "async generator raised StopAsyncIteration" :
        in_async_gen ? "async generator raised StopIteration" :
        #endif
        "generator raised StopIteration");
}

/* PyObjectLookupSpecial */
  #if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error) {
    PyObject *res;
    PyTypeObject *tp = Py_TYPE(obj);
#if PY_MAJOR_VERSION < 3
    if (unlikely(PyInstance_Check(obj)))
        return with_error ? __Pyx_PyObject_GetAttrStr(obj, attr_name) : __Pyx_PyObject_GetAttrStrNoError(obj, attr_name);
#endif
    res = _PyType_Lookup(tp, attr_name);
    if (likely(res)) {
        descrgetfunc f = Py_TYPE(res)->tp_descr_get;
        if (!f) {
            Py_INCREF(res);
        } else {
            res = f(res, obj, (PyObject *)tp);
        }
    } else if (with_error) {
        PyErr_SetObject(PyExc_AttributeError, attr_name);
    }
    return res;
}
#endif

/* JoinPyUnicode */
  static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char) {
#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    PyObject *result_uval;
    int result_ukind, kind_shift;
    Py_ssize_t i, char_pos;
    void *result_udata;
    CYTHON_MAYBE_UNUSED_VAR(max_char);
#if CYTHON_PEP393_ENABLED
    result_uval = PyUnicode_New(result_ulength, max_char);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND;
    kind_shift = (result_ukind == PyUnicode_4BYTE_KIND) ? 2 : result_ukind - 1;
    result_udata = PyUnicode_DATA(result_uval);
#else
    result_uval = PyUnicode_FromUnicode(NULL, result_ulength);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = sizeof(Py_UNICODE);
    kind_shift = (result_ukind == 4) ? 2 : result_ukind - 1;
    result_udata = PyUnicode_AS_UNICODE(result_uval);
#endif
    assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0);
    char_pos = 0;
    for (i=0; i < value_count; i++) {
        int ukind;
        Py_ssize_t ulength;
        void *udata;
        PyObject *uval = PyTuple_GET_ITEM(value_tuple, i);
        if (unlikely(__Pyx_PyUnicode_READY(uval)))
            goto bad;
        ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
        if (unlikely(!ulength))
            continue;
        if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - ulength < char_pos))
            goto overflow;
        ukind = __Pyx_PyUnicode_KIND(uval);
        udata = __Pyx_PyUnicode_DATA(uval);
        if (!CYTHON_PEP393_ENABLED || ukind == result_ukind) {
            memcpy((char *)result_udata + (char_pos << kind_shift), udata, (size_t) (ulength << kind_shift));
        } else {
            #if PY_VERSION_HEX >= 0x030d0000
            if (unlikely(PyUnicode_CopyCharacters(result_uval, char_pos, uval, 0, ulength) < 0)) goto bad;
            #elif CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030300F0 || defined(_PyUnicode_FastCopyCharacters)
            _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength);
            #else
            Py_ssize_t j;
            for (j=0; j < ulength; j++) {
                Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j);
                __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar);
            }
            #endif
        }
        char_pos += ulength;
    }
    return result_uval;
overflow:
    PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string");
bad:
    Py_DECREF(result_uval);
    return NULL;
#else
    CYTHON_UNUSED_VAR(max_char);
    CYTHON_UNUSED_VAR(result_ulength);
    CYTHON_UNUSED_VAR(value_count);
    return PyUnicode_Join(__pyx_empty_unicode, value_tuple);
#endif
}

/* PyIntBinop */
  #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_MAYBE_UNUSED_VAR(inplace);
    CYTHON_UNUSED_VAR(zerodivision_check);
    #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 + (unsigned long)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
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        if (unlikely(__Pyx_PyLong_IsZero(op1))) {
            return __Pyx_NewRef(op2);
        }
        if (likely(__Pyx_PyLong_IsCompact(op1))) {
            a = __Pyx_PyLong_CompactValue(op1);
        } else {
            const digit* digits = __Pyx_PyLong_Digits(op1);
            const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(op1);
            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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
#if CYTHON_COMPILING_IN_LIMITED_API
        double a = __pyx_PyFloat_AsDouble(op1);
#else
        double a = PyFloat_AS_DOUBLE(op1);
#endif
            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

/* PyIntBinop */
  #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_FloorDivideObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_MAYBE_UNUSED_VAR(inplace);
    CYTHON_UNUSED_VAR(zerodivision_check);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
        
            if (unlikely(b == -1 && ((unsigned long)a) == 0-(unsigned long)a))
                return PyInt_Type.tp_as_number->nb_floor_divide(op1, op2);
            else {
                long q, r;
                q = a / b;
                r = a - q*b;
                q -= ((r != 0) & ((r ^ b) < 0));
                x = q;
            }
            return PyInt_FromLong(x);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        if (unlikely(__Pyx_PyLong_IsZero(op1))) {
            return __Pyx_NewRef(op1);
        }
        if (likely(__Pyx_PyLong_IsCompact(op1))) {
            a = __Pyx_PyLong_CompactValue(op1);
        } else {
            const digit* digits = __Pyx_PyLong_Digits(op1);
            const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(op1);
            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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                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;
                    #ifdef HAVE_LONG_LONG
                    } 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;
                    #endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_floor_divide(op1, op2);
            }
        }
                {
                    long q, r;
                    q = a / b;
                    r = a - q*b;
                    q -= ((r != 0) & ((r ^ b) < 0));
                    x = q;
                }
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                {
                    PY_LONG_LONG q, r;
                    q = lla / llb;
                    r = lla - q*llb;
                    q -= ((r != 0) & ((r ^ llb) < 0));
                    llx = q;
                }
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    return (inplace ? PyNumber_InPlaceFloorDivide : PyNumber_FloorDivide)(op1, op2);
}
#endif

/* FixUpExtensionType */
  #if CYTHON_USE_TYPE_SPECS
static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) {
#if PY_VERSION_HEX > 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    CYTHON_UNUSED_VAR(spec);
    CYTHON_UNUSED_VAR(type);
#else
    const PyType_Slot *slot = spec->slots;
    while (slot && slot->slot && slot->slot != Py_tp_members)
        slot++;
    if (slot && slot->slot == Py_tp_members) {
        int changed = 0;
#if !(PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON)
        const
#endif
            PyMemberDef *memb = (PyMemberDef*) slot->pfunc;
        while (memb && memb->name) {
            if (memb->name[0] == '_' && memb->name[1] == '_') {
#if PY_VERSION_HEX < 0x030900b1
                if (strcmp(memb->name, "__weaklistoffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_weaklistoffset = memb->offset;
                    changed = 1;
                }
                else if (strcmp(memb->name, "__dictoffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_dictoffset = memb->offset;
                    changed = 1;
                }
#if CYTHON_METH_FASTCALL
                else if (strcmp(memb->name, "__vectorcalloffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
#if PY_VERSION_HEX >= 0x030800b4
                    type->tp_vectorcall_offset = memb->offset;
#else
                    type->tp_print = (printfunc) memb->offset;
#endif
                    changed = 1;
                }
#endif
#else
                if ((0));
#endif
#if PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON
                else if (strcmp(memb->name, "__module__") == 0) {
                    PyObject *descr;
                    assert(memb->type == T_OBJECT);
                    assert(memb->flags == 0 || memb->flags == READONLY);
                    descr = PyDescr_NewMember(type, memb);
                    if (unlikely(!descr))
                        return -1;
                    if (unlikely(PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr) < 0)) {
                        Py_DECREF(descr);
                        return -1;
                    }
                    Py_DECREF(descr);
                    changed = 1;
                }
#endif
            }
            memb++;
        }
        if (changed)
            PyType_Modified(type);
    }
#endif
    return 0;
}
#endif

/* FetchSharedCythonModule */
  static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
    return __Pyx_PyImport_AddModuleRef((char*) __PYX_ABI_MODULE_NAME);
}

/* FetchCommonType */
  static int __Pyx_VerifyCachedType(PyObject *cached_type,
                               const char *name,
                               Py_ssize_t basicsize,
                               Py_ssize_t expected_basicsize) {
    if (!PyType_Check(cached_type)) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s is not a type object", name);
        return -1;
    }
    if (basicsize != expected_basicsize) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s has the wrong size, try recompiling",
            name);
        return -1;
    }
    return 0;
}
#if !CYTHON_USE_TYPE_SPECS
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* abi_module;
    const char* object_name;
    PyTypeObject *cached_type = NULL;
    abi_module = __Pyx_FetchSharedCythonABIModule();
    if (!abi_module) return NULL;
    object_name = strrchr(type->tp_name, '.');
    object_name = object_name ? object_name+1 : type->tp_name;
    cached_type = (PyTypeObject*) PyObject_GetAttrString(abi_module, object_name);
    if (cached_type) {
        if (__Pyx_VerifyCachedType(
              (PyObject *)cached_type,
              object_name,
              cached_type->tp_basicsize,
              type->tp_basicsize) < 0) {
            goto bad;
        }
        goto done;
    }
    if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
    PyErr_Clear();
    if (PyType_Ready(type) < 0) goto bad;
    if (PyObject_SetAttrString(abi_module, object_name, (PyObject *)type) < 0)
        goto bad;
    Py_INCREF(type);
    cached_type = type;
done:
    Py_DECREF(abi_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}
#else
static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases) {
    PyObject *abi_module, *cached_type = NULL;
    const char* object_name = strrchr(spec->name, '.');
    object_name = object_name ? object_name+1 : spec->name;
    abi_module = __Pyx_FetchSharedCythonABIModule();
    if (!abi_module) return NULL;
    cached_type = PyObject_GetAttrString(abi_module, object_name);
    if (cached_type) {
        Py_ssize_t basicsize;
#if CYTHON_COMPILING_IN_LIMITED_API
        PyObject *py_basicsize;
        py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__");
        if (unlikely(!py_basicsize)) goto bad;
        basicsize = PyLong_AsSsize_t(py_basicsize);
        Py_DECREF(py_basicsize);
        py_basicsize = 0;
        if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
#else
        basicsize = likely(PyType_Check(cached_type)) ? ((PyTypeObject*) cached_type)->tp_basicsize : -1;
#endif
        if (__Pyx_VerifyCachedType(
              cached_type,
              object_name,
              basicsize,
              spec->basicsize) < 0) {
            goto bad;
        }
        goto done;
    }
    if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
    PyErr_Clear();
    CYTHON_UNUSED_VAR(module);
    cached_type = __Pyx_PyType_FromModuleAndSpec(abi_module, spec, bases);
    if (unlikely(!cached_type)) goto bad;
    if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad;
    if (PyObject_SetAttrString(abi_module, object_name, cached_type) < 0) goto bad;
done:
    Py_DECREF(abi_module);
    assert(cached_type == NULL || PyType_Check(cached_type));
    return (PyTypeObject *) cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}
#endif

/* PyVectorcallFastCallDict */
  #if CYTHON_METH_FASTCALL
static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
{
    PyObject *res = NULL;
    PyObject *kwnames;
    PyObject **newargs;
    PyObject **kwvalues;
    Py_ssize_t i, pos;
    size_t j;
    PyObject *key, *value;
    unsigned long keys_are_strings;
    Py_ssize_t nkw = PyDict_GET_SIZE(kw);
    newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0]));
    if (unlikely(newargs == NULL)) {
        PyErr_NoMemory();
        return NULL;
    }
    for (j = 0; j < nargs; j++) newargs[j] = args[j];
    kwnames = PyTuple_New(nkw);
    if (unlikely(kwnames == NULL)) {
        PyMem_Free(newargs);
        return NULL;
    }
    kwvalues = newargs + nargs;
    pos = i = 0;
    keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS;
    while (PyDict_Next(kw, &pos, &key, &value)) {
        keys_are_strings &= Py_TYPE(key)->tp_flags;
        Py_INCREF(key);
        Py_INCREF(value);
        PyTuple_SET_ITEM(kwnames, i, key);
        kwvalues[i] = value;
        i++;
    }
    if (unlikely(!keys_are_strings)) {
        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
        goto cleanup;
    }
    res = vc(func, newargs, nargs, kwnames);
cleanup:
    Py_DECREF(kwnames);
    for (i = 0; i < nkw; i++)
        Py_DECREF(kwvalues[i]);
    PyMem_Free(newargs);
    return res;
}
static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
{
    if (likely(kw == NULL) || PyDict_GET_SIZE(kw) == 0) {
        return vc(func, args, nargs, NULL);
    }
    return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw);
}
#endif

/* CythonFunctionShared */
  #if CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc) {
    if (__Pyx_CyFunction_Check(func)) {
        return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc;
    } else if (PyCFunction_Check(func)) {
        return PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
    }
    return 0;
}
#else
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc) {
    return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
}
#endif
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) {
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    __Pyx_Py_XDECREF_SET(
        __Pyx_CyFunction_GetClassObj(f),
            ((classobj) ? __Pyx_NewRef(classobj) : NULL));
#else
    __Pyx_Py_XDECREF_SET(
        ((PyCMethodObject *) (f))->mm_class,
        (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL));
#endif
}
static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure)
{
    CYTHON_UNUSED_VAR(closure);
    if (unlikely(op->func_doc == NULL)) {
#if CYTHON_COMPILING_IN_LIMITED_API
        op->func_doc = PyObject_GetAttrString(op->func, "__doc__");
        if (unlikely(!op->func_doc)) return NULL;
#else
        if (((PyCFunctionObject*)op)->m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
#endif
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_doc, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(op->func_name == NULL)) {
#if CYTHON_COMPILING_IN_LIMITED_API
        op->func_name = PyObject_GetAttrString(op->func, "__name__");
#elif PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(((PyCFunctionObject*)op)->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, void *context)
{
    CYTHON_UNUSED_VAR(context);
#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;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_name, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#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;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_qualname, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    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, void *context)
{
    CYTHON_UNUSED_VAR(context);
    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;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_dict, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(op);
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    CYTHON_UNUSED_VAR(context);
    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_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    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 = __Pyx_PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = __Pyx_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, void *context) {
    CYTHON_UNUSED_VAR(context);
    if (!value) {
        value = Py_None;
    } else if (unlikely(value != Py_None && !PyTuple_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not "
                 "currently affect the values used in function calls", 1);
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->defaults_tuple, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = op->defaults_tuple;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (unlikely(__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, void *context) {
    CYTHON_UNUSED_VAR(context);
    if (!value) {
        value = Py_None;
    } else if (unlikely(value != Py_None && !PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not "
                 "currently affect the values used in function calls", 1);
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = op->defaults_kwdict;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (unlikely(__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, void *context) {
    CYTHON_UNUSED_VAR(context);
    if (!value || value == Py_None) {
        value = NULL;
    } else if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_annotations, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = op->func_annotations;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyObject *
__Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) {
    int is_coroutine;
    CYTHON_UNUSED_VAR(context);
    if (op->func_is_coroutine) {
        return __Pyx_NewRef(op->func_is_coroutine);
    }
    is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE;
#if PY_VERSION_HEX >= 0x03050000
    if (is_coroutine) {
        PyObject *module, *fromlist, *marker = __pyx_n_s_is_coroutine;
        fromlist = PyList_New(1);
        if (unlikely(!fromlist)) return NULL;
        Py_INCREF(marker);
#if CYTHON_ASSUME_SAFE_MACROS
        PyList_SET_ITEM(fromlist, 0, marker);
#else
        if (unlikely(PyList_SetItem(fromlist, 0, marker) < 0)) {
            Py_DECREF(marker);
            Py_DECREF(fromlist);
            return NULL;
        }
#endif
        module = PyImport_ImportModuleLevelObject(__pyx_n_s_asyncio_coroutines, NULL, NULL, fromlist, 0);
        Py_DECREF(fromlist);
        if (unlikely(!module)) goto ignore;
        op->func_is_coroutine = __Pyx_PyObject_GetAttrStr(module, marker);
        Py_DECREF(module);
        if (likely(op->func_is_coroutine)) {
            return __Pyx_NewRef(op->func_is_coroutine);
        }
ignore:
        PyErr_Clear();
    }
#endif
    op->func_is_coroutine = __Pyx_PyBool_FromLong(is_coroutine);
    return __Pyx_NewRef(op->func_is_coroutine);
}
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *
__Pyx_CyFunction_get_module(__pyx_CyFunctionObject *op, void *context) {
    CYTHON_UNUSED_VAR(context);
    return PyObject_GetAttrString(op->func, "__module__");
}
static int
__Pyx_CyFunction_set_module(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
    CYTHON_UNUSED_VAR(context);
    return PyObject_SetAttrString(op->func, "__module__", value);
}
#endif
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 *) "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},
    {(char *) "_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0},
#if CYTHON_COMPILING_IN_LIMITED_API
    {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0},
#endif
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
#if !CYTHON_COMPILING_IN_LIMITED_API
    {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0},
#endif
#if CYTHON_USE_TYPE_SPECS
    {(char *) "__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
#if CYTHON_METH_FASTCALL
#if CYTHON_BACKPORT_VECTORCALL
    {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0},
#else
#if !CYTHON_COMPILING_IN_LIMITED_API
    {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0},
#endif
#endif
#endif
#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0},
#else
    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0},
#endif
#endif
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args)
{
    CYTHON_UNUSED_VAR(args);
#if PY_MAJOR_VERSION >= 3
    Py_INCREF(m->func_qualname);
    return m->func_qualname;
#else
    return PyString_FromString(((PyCFunctionObject*)m)->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 || CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
                                       PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
#if !CYTHON_COMPILING_IN_LIMITED_API
    PyCFunctionObject *cf = (PyCFunctionObject*) op;
#endif
    if (unlikely(op == NULL))
        return NULL;
#if CYTHON_COMPILING_IN_LIMITED_API
    op->func = PyCFunction_NewEx(ml, (PyObject*)op, module);
    if (unlikely(!op->func)) return NULL;
#endif
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
#if !CYTHON_COMPILING_IN_LIMITED_API
    cf->m_ml = ml;
    cf->m_self = (PyObject *) op;
#endif
    Py_XINCREF(closure);
    op->func_closure = closure;
#if !CYTHON_COMPILING_IN_LIMITED_API
    Py_XINCREF(module);
    cf->m_module = module;
#endif
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    op->func_classobj = NULL;
#else
    ((PyCMethodObject*)op)->mm_class = NULL;
#endif
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults_size = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    op->func_is_coroutine = NULL;
#if CYTHON_METH_FASTCALL
    switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) {
    case METH_NOARGS:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS;
        break;
    case METH_O:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O;
        break;
    case METH_METHOD | METH_FASTCALL | METH_KEYWORDS:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD;
        break;
    case METH_FASTCALL | METH_KEYWORDS:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS;
        break;
    case METH_VARARGS | METH_KEYWORDS:
        __Pyx_CyFunction_func_vectorcall(op) = NULL;
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
        Py_DECREF(op);
        return NULL;
    }
#endif
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
#if CYTHON_COMPILING_IN_LIMITED_API
    Py_CLEAR(m->func);
#else
    Py_CLEAR(((PyCFunctionObject*)m)->m_module);
#endif
    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);
#if !CYTHON_COMPILING_IN_LIMITED_API
#if PY_VERSION_HEX < 0x030900B1
    Py_CLEAR(__Pyx_CyFunction_GetClassObj(m));
#else
    {
        PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class;
        ((PyCMethodObject *) (m))->mm_class = NULL;
        Py_XDECREF(cls);
    }
#endif
#endif
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    Py_CLEAR(m->func_is_coroutine);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyObject_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    __Pyx_PyHeapTypeObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    __Pyx__CyFunction_dealloc(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
#if CYTHON_COMPILING_IN_LIMITED_API
    Py_VISIT(m->func);
#else
    Py_VISIT(((PyCFunctionObject*)m)->m_module);
#endif
    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);
#if !CYTHON_COMPILING_IN_LIMITED_API
    Py_VISIT(__Pyx_CyFunction_GetClassObj(m));
#endif
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    Py_VISIT(m->func_is_coroutine);
    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_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
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *f = ((__pyx_CyFunctionObject*)func)->func;
    PyObject *py_name = NULL;
    PyCFunction meth;
    int flags;
    meth = PyCFunction_GetFunction(f);
    if (unlikely(!meth)) return NULL;
    flags = PyCFunction_GetFlags(f);
    if (unlikely(flags < 0)) return NULL;
#else
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    int flags = f->m_ml->ml_flags;
#endif
    Py_ssize_t size;
    switch (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)(void*)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
#if CYTHON_ASSUME_SAFE_MACROS
            size = PyTuple_GET_SIZE(arg);
#else
            size = PyTuple_Size(arg);
            if (unlikely(size < 0)) return NULL;
#endif
            if (likely(size == 0))
                return (*meth)(self, NULL);
#if CYTHON_COMPILING_IN_LIMITED_API
            py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
            if (!py_name) return NULL;
            PyErr_Format(PyExc_TypeError,
                "%.200S() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                py_name, size);
            Py_DECREF(py_name);
#else
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
#endif
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
#if CYTHON_ASSUME_SAFE_MACROS
            size = PyTuple_GET_SIZE(arg);
#else
            size = PyTuple_Size(arg);
            if (unlikely(size < 0)) return NULL;
#endif
            if (likely(size == 1)) {
                PyObject *result, *arg0;
                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                arg0 = PyTuple_GET_ITEM(arg, 0);
                #else
                arg0 = __Pyx_PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
                #endif
                result = (*meth)(self, arg0);
                #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
                Py_DECREF(arg0);
                #endif
                return result;
            }
#if CYTHON_COMPILING_IN_LIMITED_API
            py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
            if (!py_name) return NULL;
            PyErr_Format(PyExc_TypeError,
                "%.200S() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                py_name, size);
            Py_DECREF(py_name);
#else
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
#endif
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
        return NULL;
    }
#if CYTHON_COMPILING_IN_LIMITED_API
    py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
    if (!py_name) return NULL;
    PyErr_Format(PyExc_TypeError, "%.200S() takes no keyword arguments",
                 py_name);
    Py_DECREF(py_name);
#else
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
#endif
    return NULL;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *self, *result;
#if CYTHON_COMPILING_IN_LIMITED_API
    self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)func)->func);
    if (unlikely(!self) && PyErr_Occurred()) return NULL;
#else
    self = ((PyCFunctionObject*)func)->m_self;
#endif
    result = __Pyx_CyFunction_CallMethod(func, self, arg, kw);
    return result;
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
    PyObject *result;
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
#if CYTHON_METH_FASTCALL
     __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc);
    if (vc) {
#if CYTHON_ASSUME_SAFE_MACROS
        return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw);
#else
        (void) &__Pyx_PyVectorcall_FastCallDict;
        return PyVectorcall_Call(func, args, kw);
#endif
    }
#endif
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        Py_ssize_t argc;
        PyObject *new_args;
        PyObject *self;
#if CYTHON_ASSUME_SAFE_MACROS
        argc = PyTuple_GET_SIZE(args);
#else
        argc = PyTuple_Size(args);
        if (unlikely(!argc) < 0) return NULL;
#endif
        new_args = PyTuple_GetSlice(args, 1, argc);
        if (unlikely(!new_args))
            return NULL;
        self = PyTuple_GetItem(args, 0);
        if (unlikely(!self)) {
            Py_DECREF(new_args);
#if PY_MAJOR_VERSION > 2
            PyErr_Format(PyExc_TypeError,
                         "unbound method %.200S() needs an argument",
                         cyfunc->func_qualname);
#else
            PyErr_SetString(PyExc_TypeError,
                            "unbound method needs an argument");
#endif
            return NULL;
        }
        result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
        Py_DECREF(new_args);
    } else {
        result = __Pyx_CyFunction_Call(func, args, kw);
    }
    return result;
}
#if CYTHON_METH_FASTCALL
static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames)
{
    int ret = 0;
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        if (unlikely(nargs < 1)) {
            PyErr_Format(PyExc_TypeError, "%.200s() needs an argument",
                         ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
            return -1;
        }
        ret = 1;
    }
    if (unlikely(kwnames) && unlikely(PyTuple_GET_SIZE(kwnames))) {
        PyErr_Format(PyExc_TypeError,
                     "%.200s() takes no keyword arguments", ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
        return -1;
    }
    return ret;
}
static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    if (unlikely(nargs != 0)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
            def->ml_name, nargs);
        return NULL;
    }
    return def->ml_meth(self, NULL);
}
static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    if (unlikely(nargs != 1)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
            def->ml_name, nargs);
        return NULL;
    }
    return def->ml_meth(self, args[0]);
}
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    return ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))def->ml_meth)(self, args, nargs, kwnames);
}
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
    PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc);
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    return ((__Pyx_PyCMethod)(void(*)(void))def->ml_meth)(self, cls, args, (size_t)nargs, kwnames);
}
#endif
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_CyFunctionType_slots[] = {
    {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc},
    {Py_tp_repr, (void *)__Pyx_CyFunction_repr},
    {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod},
    {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse},
    {Py_tp_clear, (void *)__Pyx_CyFunction_clear},
    {Py_tp_methods, (void *)__pyx_CyFunction_methods},
    {Py_tp_members, (void *)__pyx_CyFunction_members},
    {Py_tp_getset, (void *)__pyx_CyFunction_getsets},
    {Py_tp_descr_get, (void *)__Pyx_PyMethod_New},
    {0, 0},
};
static PyType_Spec __pyx_CyFunctionType_spec = {
    __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
    Py_TPFLAGS_METHOD_DESCRIPTOR |
#endif
#if (defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL)
    _Py_TPFLAGS_HAVE_VECTORCALL |
#endif
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    __pyx_CyFunctionType_slots
};
#else
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
#if !CYTHON_METH_FASTCALL
    0,
#elif CYTHON_BACKPORT_VECTORCALL
    (printfunc)offsetof(__pyx_CyFunctionObject, func_vectorcall),
#else
    offsetof(PyCFunctionObject, vectorcall),
#endif
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_CallAsMethod,
    0,
    0,
    0,
    0,
#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
    Py_TPFLAGS_METHOD_DESCRIPTOR |
#endif
#if defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL
    _Py_TPFLAGS_HAVE_VECTORCALL |
#endif
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    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_PyMethod_New,
    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
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if __PYX_NEED_TP_PRINT_SLOT
    0,
#endif
#if PY_VERSION_HEX >= 0x030C0000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
    0,
#endif
};
#endif
static int __pyx_CyFunction_init(PyObject *module) {
#if CYTHON_USE_TYPE_SPECS
    __pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_CyFunctionType_spec, NULL);
#else
    CYTHON_UNUSED_VAR(module);
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
#endif
    if (unlikely(__pyx_CyFunctionType == NULL)) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_Malloc(size);
    if (unlikely(!m->defaults))
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    m->defaults_size = size;
    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);
}

/* CythonFunction */
  static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    PyObject *op = __Pyx_CyFunction_Init(
        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        PyObject_GC_Track(op);
    }
    return op;
}

/* PySequenceMultiply */
  static PyObject* __Pyx_PySequence_Multiply_Generic(PyObject *seq, Py_ssize_t mul) {
    PyObject *result, *pymul = PyInt_FromSsize_t(mul);
    if (unlikely(!pymul))
        return NULL;
    result = PyNumber_Multiply(seq, pymul);
    Py_DECREF(pymul);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul) {
#if CYTHON_USE_TYPE_SLOTS
    PyTypeObject *type = Py_TYPE(seq);
    if (likely(type->tp_as_sequence && type->tp_as_sequence->sq_repeat)) {
        return type->tp_as_sequence->sq_repeat(seq, mul);
    } else
#endif
    {
        return __Pyx_PySequence_Multiply_Generic(seq, mul);
    }
}

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

/* DictGetItem */
  #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
    PyObject *value;
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (!PyErr_Occurred()) {
            if (unlikely(PyTuple_Check(key))) {
                PyObject* args = PyTuple_Pack(1, key);
                if (likely(args)) {
                    PyErr_SetObject(PyExc_KeyError, args);
                    Py_DECREF(args);
                }
            } else {
                PyErr_SetObject(PyExc_KeyError, key);
            }
        }
        return NULL;
    }
    Py_INCREF(value);
    return value;
}
#endif

/* SetItemInt */
  static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
    int r;
    if (unlikely(!j)) return -1;
    r = PyObject_SetItem(o, j, v);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list,
                                               CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o));
        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) {
            PyObject* old = PyList_GET_ITEM(o, n);
            Py_INCREF(v);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
            return 1;
        }
    } else {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (mm && mm->mp_ass_subscript) {
            int r;
            PyObject *key = PyInt_FromSsize_t(i);
            if (unlikely(!key)) return -1;
            r = mm->mp_ass_subscript(o, key, v);
            Py_DECREF(key);
            return r;
        }
        if (likely(sm && sm->sq_ass_item)) {
            if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) {
                Py_ssize_t l = sm->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return -1;
                    PyErr_Clear();
                }
            }
            return sm->sq_ass_item(o, i, v);
        }
    }
#else
    if (is_list || !PyMapping_Check(o))
    {
        return PySequence_SetItem(o, i, v);
    }
#endif
    return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v);
}

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

/* ImportFrom */
  static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        const char* module_name_str = 0;
        PyObject* module_name = 0;
        PyObject* module_dot = 0;
        PyObject* full_name = 0;
        PyErr_Clear();
        module_name_str = PyModule_GetName(module);
        if (unlikely(!module_name_str)) { goto modbad; }
        module_name = PyUnicode_FromString(module_name_str);
        if (unlikely(!module_name)) { goto modbad; }
        module_dot = PyUnicode_Concat(module_name, __pyx_kp_u__15);
        if (unlikely(!module_dot)) { goto modbad; }
        full_name = PyUnicode_Concat(module_dot, name);
        if (unlikely(!full_name)) { goto modbad; }
        #if PY_VERSION_HEX < 0x030700A1 || (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400)
        {
            PyObject *modules = PyImport_GetModuleDict();
            if (unlikely(!modules))
                goto modbad;
            value = PyObject_GetItem(modules, full_name);
        }
        #else
        value = PyImport_GetModule(full_name);
        #endif
      modbad:
        Py_XDECREF(full_name);
        Py_XDECREF(module_dot);
        Py_XDECREF(module_name);
    }
    if (unlikely(!value)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

/* GetAttr */
  static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
#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);
}

/* HasAttr */
  #if __PYX_LIMITED_VERSION_HEX < 0x030d00A1
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (!r) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}
#endif

/* PyObjectCallNoArg */
  static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
    PyObject *arg[2] = {NULL, NULL};
    return __Pyx_PyObject_FastCall(func, arg + 1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* PyObjectGetMethod */
  static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
    PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
    __Pyx_TypeName type_name;
    PyTypeObject *tp = Py_TYPE(obj);
    PyObject *descr;
    descrgetfunc f = NULL;
    PyObject **dictptr, *dict;
    int meth_found = 0;
    assert (*method == NULL);
    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
        attr = __Pyx_PyObject_GetAttrStr(obj, name);
        goto try_unpack;
    }
    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
        return 0;
    }
    descr = _PyType_Lookup(tp, name);
    if (likely(descr != NULL)) {
        Py_INCREF(descr);
#if defined(Py_TPFLAGS_METHOD_DESCRIPTOR) && Py_TPFLAGS_METHOD_DESCRIPTOR
        if (__Pyx_PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_METHOD_DESCRIPTOR))
#elif PY_MAJOR_VERSION >= 3
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type)))
        #endif
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr)))
        #endif
#endif
        {
            meth_found = 1;
        } else {
            f = Py_TYPE(descr)->tp_descr_get;
            if (f != NULL && PyDescr_IsData(descr)) {
                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
                Py_DECREF(descr);
                goto try_unpack;
            }
        }
    }
    dictptr = _PyObject_GetDictPtr(obj);
    if (dictptr != NULL && (dict = *dictptr) != NULL) {
        Py_INCREF(dict);
        attr = __Pyx_PyDict_GetItemStr(dict, name);
        if (attr != NULL) {
            Py_INCREF(attr);
            Py_DECREF(dict);
            Py_XDECREF(descr);
            goto try_unpack;
        }
        Py_DECREF(dict);
    }
    if (meth_found) {
        *method = descr;
        return 1;
    }
    if (f != NULL) {
        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
        Py_DECREF(descr);
        goto try_unpack;
    }
    if (likely(descr != NULL)) {
        *method = descr;
        return 0;
    }
    type_name = __Pyx_PyType_GetName(tp);
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'",
                 type_name, name);
#else
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%.400s'",
                 type_name, PyString_AS_STRING(name));
#endif
    __Pyx_DECREF_TypeName(type_name);
    return 0;
#else
    attr = __Pyx_PyObject_GetAttrStr(obj, name);
    goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
        PyObject *function = PyMethod_GET_FUNCTION(attr);
        Py_INCREF(function);
        Py_DECREF(attr);
        *method = function;
        return 1;
    }
#endif
    *method = attr;
    return 0;
}

/* PyObjectCallMethod0 */
  static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
    PyObject *method = NULL, *result = NULL;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_CallOneArg(method, obj);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) goto bad;
    result = __Pyx_PyObject_CallNoArg(method);
    Py_DECREF(method);
bad:
    return result;
}

/* ValidateBasesTuple */
  #if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases) {
    Py_ssize_t i, n;
#if CYTHON_ASSUME_SAFE_MACROS
    n = PyTuple_GET_SIZE(bases);
#else
    n = PyTuple_Size(bases);
    if (n < 0) return -1;
#endif
    for (i = 1; i < n; i++)
    {
#if CYTHON_AVOID_BORROWED_REFS
        PyObject *b0 = PySequence_GetItem(bases, i);
        if (!b0) return -1;
#elif CYTHON_ASSUME_SAFE_MACROS
        PyObject *b0 = PyTuple_GET_ITEM(bases, i);
#else
        PyObject *b0 = PyTuple_GetItem(bases, i);
        if (!b0) return -1;
#endif
        PyTypeObject *b;
#if PY_MAJOR_VERSION < 3
        if (PyClass_Check(b0))
        {
            PyErr_Format(PyExc_TypeError, "base class '%.200s' is an old-style class",
                         PyString_AS_STRING(((PyClassObject*)b0)->cl_name));
#if CYTHON_AVOID_BORROWED_REFS
            Py_DECREF(b0);
#endif
            return -1;
        }
#endif
        b = (PyTypeObject*) b0;
        if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE))
        {
            __Pyx_TypeName b_name = __Pyx_PyType_GetName(b);
            PyErr_Format(PyExc_TypeError,
                "base class '" __Pyx_FMT_TYPENAME "' is not a heap type", b_name);
            __Pyx_DECREF_TypeName(b_name);
#if CYTHON_AVOID_BORROWED_REFS
            Py_DECREF(b0);
#endif
            return -1;
        }
        if (dictoffset == 0)
        {
            Py_ssize_t b_dictoffset = 0;
#if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY
            b_dictoffset = b->tp_dictoffset;
#else
            PyObject *py_b_dictoffset = PyObject_GetAttrString((PyObject*)b, "__dictoffset__");
            if (!py_b_dictoffset) goto dictoffset_return;
            b_dictoffset = PyLong_AsSsize_t(py_b_dictoffset);
            Py_DECREF(py_b_dictoffset);
            if (b_dictoffset == -1 && PyErr_Occurred()) goto dictoffset_return;
#endif
            if (b_dictoffset) {
                {
                    __Pyx_TypeName b_name = __Pyx_PyType_GetName(b);
                    PyErr_Format(PyExc_TypeError,
                        "extension type '%.200s' has no __dict__ slot, "
                        "but base type '" __Pyx_FMT_TYPENAME "' has: "
                        "either add 'cdef dict __dict__' to the extension type "
                        "or add '__slots__ = [...]' to the base type",
                        type_name, b_name);
                    __Pyx_DECREF_TypeName(b_name);
                }
#if !(CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY)
              dictoffset_return:
#endif
#if CYTHON_AVOID_BORROWED_REFS
                Py_DECREF(b0);
#endif
                return -1;
            }
        }
#if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(b0);
#endif
    }
    return 0;
}
#endif

/* PyType_Ready */
  static int __Pyx_PyType_Ready(PyTypeObject *t) {
#if CYTHON_USE_TYPE_SPECS || !(CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API) || defined(PYSTON_MAJOR_VERSION)
    (void)__Pyx_PyObject_CallMethod0;
#if CYTHON_USE_TYPE_SPECS
    (void)__Pyx_validate_bases_tuple;
#endif
    return PyType_Ready(t);
#else
    int r;
    PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*);
    if (bases && unlikely(__Pyx_validate_bases_tuple(t->tp_name, t->tp_dictoffset, bases) == -1))
        return -1;
#if PY_VERSION_HEX >= 0x03050000 && !defined(PYSTON_MAJOR_VERSION)
    {
        int gc_was_enabled;
    #if PY_VERSION_HEX >= 0x030A00b1
        gc_was_enabled = PyGC_Disable();
        (void)__Pyx_PyObject_CallMethod0;
    #else
        PyObject *ret, *py_status;
        PyObject *gc = NULL;
        #if PY_VERSION_HEX >= 0x030700a1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400)
        gc = PyImport_GetModule(__pyx_kp_u_gc);
        #endif
        if (unlikely(!gc)) gc = PyImport_Import(__pyx_kp_u_gc);
        if (unlikely(!gc)) return -1;
        py_status = __Pyx_PyObject_CallMethod0(gc, __pyx_kp_u_isenabled);
        if (unlikely(!py_status)) {
            Py_DECREF(gc);
            return -1;
        }
        gc_was_enabled = __Pyx_PyObject_IsTrue(py_status);
        Py_DECREF(py_status);
        if (gc_was_enabled > 0) {
            ret = __Pyx_PyObject_CallMethod0(gc, __pyx_kp_u_disable);
            if (unlikely(!ret)) {
                Py_DECREF(gc);
                return -1;
            }
            Py_DECREF(ret);
        } else if (unlikely(gc_was_enabled == -1)) {
            Py_DECREF(gc);
            return -1;
        }
    #endif
        t->tp_flags |= Py_TPFLAGS_HEAPTYPE;
#if PY_VERSION_HEX >= 0x030A0000
        t->tp_flags |= Py_TPFLAGS_IMMUTABLETYPE;
#endif
#else
        (void)__Pyx_PyObject_CallMethod0;
#endif
    r = PyType_Ready(t);
#if PY_VERSION_HEX >= 0x03050000 && !defined(PYSTON_MAJOR_VERSION)
        t->tp_flags &= ~Py_TPFLAGS_HEAPTYPE;
    #if PY_VERSION_HEX >= 0x030A00b1
        if (gc_was_enabled)
            PyGC_Enable();
    #else
        if (gc_was_enabled) {
            PyObject *tp, *v, *tb;
            PyErr_Fetch(&tp, &v, &tb);
            ret = __Pyx_PyObject_CallMethod0(gc, __pyx_kp_u_enable);
            if (likely(ret || r == -1)) {
                Py_XDECREF(ret);
                PyErr_Restore(tp, v, tb);
            } else {
                Py_XDECREF(tp);
                Py_XDECREF(v);
                Py_XDECREF(tb);
                r = -1;
            }
        }
        Py_DECREF(gc);
    #endif
    }
#endif
    return r;
#endif
}

/* PyObject_GenericGetAttrNoDict */
  #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
    __Pyx_TypeName type_name = __Pyx_PyType_GetName(tp);
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'",
                 type_name, attr_name);
#else
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%.400s'",
                 type_name, PyString_AS_STRING(attr_name));
#endif
    __Pyx_DECREF_TypeName(type_name);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
    PyObject *descr;
    PyTypeObject *tp = Py_TYPE(obj);
    if (unlikely(!PyString_Check(attr_name))) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    assert(!tp->tp_dictoffset);
    descr = _PyType_Lookup(tp, attr_name);
    if (unlikely(!descr)) {
        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
    }
    Py_INCREF(descr);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
    #endif
    {
        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
        if (unlikely(f)) {
            PyObject *res = f(descr, obj, (PyObject *)tp);
            Py_DECREF(descr);
            return res;
        }
    }
    return descr;
}
#endif

/* PyObject_GenericGetAttr */
  #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
}
#endif

/* SetupReduce */
  #if !CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_n_s_name);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_getstate = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
#else
    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
    if (!getstate && PyErr_Occurred()) {
        goto __PYX_BAD;
    }
#endif
    if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
#else
        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
        if (!object_getstate && PyErr_Occurred()) {
            goto __PYX_BAD;
        }
#endif
        if (object_getstate != getstate) {
            goto __PYX_GOOD;
        }
    }
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
            if (likely(reduce_cython)) {
                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred()) {
        __Pyx_TypeName type_obj_name =
            __Pyx_PyType_GetName((PyTypeObject*)type_obj);
        PyErr_Format(PyExc_RuntimeError,
            "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name);
        __Pyx_DECREF_TypeName(type_obj_name);
    }
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
    Py_XDECREF(object_getstate);
    Py_XDECREF(getstate);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}
#endif

/* TypeImport */
  #ifndef __PYX_HAVE_RT_ImportType_3_0_10
#define __PYX_HAVE_RT_ImportType_3_0_10
static PyTypeObject *__Pyx_ImportType_3_0_10(PyObject *module, const char *module_name, const char *class_name,
    size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_10 check_size)
{
    PyObject *result = 0;
    char warning[200];
    Py_ssize_t basicsize;
    Py_ssize_t itemsize;
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *py_basicsize;
    PyObject *py_itemsize;
#endif
    result = PyObject_GetAttrString(module, class_name);
    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;
    }
#if !CYTHON_COMPILING_IN_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
    itemsize = ((PyTypeObject *)result)->tp_itemsize;
#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;
    py_itemsize = PyObject_GetAttrString(result, "__itemsize__");
    if (!py_itemsize)
        goto bad;
    itemsize = PyLong_AsSsize_t(py_itemsize);
    Py_DECREF(py_itemsize);
    py_itemsize = 0;
    if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (itemsize) {
        if (size % alignment) {
            alignment = size % alignment;
        }
        if (itemsize < (Py_ssize_t)alignment)
            itemsize = (Py_ssize_t)alignment;
    }
    if ((size_t)(basicsize + itemsize) < size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize+itemsize);
        goto bad;
    }
    if (check_size == __Pyx_ImportType_CheckSize_Error_3_0_10 &&
            ((size_t)basicsize > size || (size_t)(basicsize + itemsize) < size)) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd-%zd from PyObject",
            module_name, class_name, size, basicsize, basicsize+itemsize);
        goto bad;
    }
    else if (check_size == __Pyx_ImportType_CheckSize_Warn_3_0_10 && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(result);
    return NULL;
}
#endif

/* ImportDottedModule */
  #if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx__ImportDottedModule_Error(PyObject *name, PyObject *parts_tuple, Py_ssize_t count) {
    PyObject *partial_name = NULL, *slice = NULL, *sep = NULL;
    if (unlikely(PyErr_Occurred())) {
        PyErr_Clear();
    }
    if (likely(PyTuple_GET_SIZE(parts_tuple) == count)) {
        partial_name = name;
    } else {
        slice = PySequence_GetSlice(parts_tuple, 0, count);
        if (unlikely(!slice))
            goto bad;
        sep = PyUnicode_FromStringAndSize(".", 1);
        if (unlikely(!sep))
            goto bad;
        partial_name = PyUnicode_Join(sep, slice);
    }
    PyErr_Format(
#if PY_MAJOR_VERSION < 3
        PyExc_ImportError,
        "No module named '%s'", PyString_AS_STRING(partial_name));
#else
#if PY_VERSION_HEX >= 0x030600B1
        PyExc_ModuleNotFoundError,
#else
        PyExc_ImportError,
#endif
        "No module named '%U'", partial_name);
#endif
bad:
    Py_XDECREF(sep);
    Py_XDECREF(slice);
    Py_XDECREF(partial_name);
    return NULL;
}
#endif
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx__ImportDottedModule_Lookup(PyObject *name) {
    PyObject *imported_module;
#if PY_VERSION_HEX < 0x030700A1 || (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400)
    PyObject *modules = PyImport_GetModuleDict();
    if (unlikely(!modules))
        return NULL;
    imported_module = __Pyx_PyDict_GetItemStr(modules, name);
    Py_XINCREF(imported_module);
#else
    imported_module = PyImport_GetModule(name);
#endif
    return imported_module;
}
#endif
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple) {
    Py_ssize_t i, nparts;
    nparts = PyTuple_GET_SIZE(parts_tuple);
    for (i=1; i < nparts && module; i++) {
        PyObject *part, *submodule;
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        part = PyTuple_GET_ITEM(parts_tuple, i);
#else
        part = PySequence_ITEM(parts_tuple, i);
#endif
        submodule = __Pyx_PyObject_GetAttrStrNoError(module, part);
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
        Py_DECREF(part);
#endif
        Py_DECREF(module);
        module = submodule;
    }
    if (unlikely(!module)) {
        return __Pyx__ImportDottedModule_Error(name, parts_tuple, i);
    }
    return module;
}
#endif
static PyObject *__Pyx__ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
#if PY_MAJOR_VERSION < 3
    PyObject *module, *from_list, *star = __pyx_n_s__16;
    CYTHON_UNUSED_VAR(parts_tuple);
    from_list = PyList_New(1);
    if (unlikely(!from_list))
        return NULL;
    Py_INCREF(star);
    PyList_SET_ITEM(from_list, 0, star);
    module = __Pyx_Import(name, from_list, 0);
    Py_DECREF(from_list);
    return module;
#else
    PyObject *imported_module;
    PyObject *module = __Pyx_Import(name, NULL, 0);
    if (!parts_tuple || unlikely(!module))
        return module;
    imported_module = __Pyx__ImportDottedModule_Lookup(name);
    if (likely(imported_module)) {
        Py_DECREF(module);
        return imported_module;
    }
    PyErr_Clear();
    return __Pyx_ImportDottedModule_WalkParts(module, name, parts_tuple);
#endif
}
static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030400B1
    PyObject *module = __Pyx__ImportDottedModule_Lookup(name);
    if (likely(module)) {
        PyObject *spec = __Pyx_PyObject_GetAttrStrNoError(module, __pyx_n_s_spec);
        if (likely(spec)) {
            PyObject *unsafe = __Pyx_PyObject_GetAttrStrNoError(spec, __pyx_n_s_initializing);
            if (likely(!unsafe || !__Pyx_PyObject_IsTrue(unsafe))) {
                Py_DECREF(spec);
                spec = NULL;
            }
            Py_XDECREF(unsafe);
        }
        if (likely(!spec)) {
            PyErr_Clear();
            return module;
        }
        Py_DECREF(spec);
        Py_DECREF(module);
    } else if (PyErr_Occurred()) {
        PyErr_Clear();
    }
#endif
    return __Pyx__ImportDottedModule(name, parts_tuple);
}

/* CLineInTraceback */
  #ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    CYTHON_MAYBE_UNUSED_VAR(tstate);
    if (unlikely(!__pyx_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, *cython_runtime_dict,
            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStrNoError(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
    }
    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* CodeObjectCache */
  #if !CYTHON_COMPILING_IN_LIMITED_API
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);
}
#endif

/* AddTraceback */
  #include "compile.h"
#include "frameobject.h"
#include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_PyCode_Replace_For_AddTraceback(PyObject *code, PyObject *scratch_dict,
                                                       PyObject *firstlineno, PyObject *name) {
    PyObject *replace = NULL;
    if (unlikely(PyDict_SetItemString(scratch_dict, "co_firstlineno", firstlineno))) return NULL;
    if (unlikely(PyDict_SetItemString(scratch_dict, "co_name", name))) return NULL;
    replace = PyObject_GetAttrString(code, "replace");
    if (likely(replace)) {
        PyObject *result;
        result = PyObject_Call(replace, __pyx_empty_tuple, scratch_dict);
        Py_DECREF(replace);
        return result;
    }
    PyErr_Clear();
    #if __PYX_LIMITED_VERSION_HEX < 0x030780000
    {
        PyObject *compiled = NULL, *result = NULL;
        if (unlikely(PyDict_SetItemString(scratch_dict, "code", code))) return NULL;
        if (unlikely(PyDict_SetItemString(scratch_dict, "type", (PyObject*)(&PyType_Type)))) return NULL;
        compiled = Py_CompileString(
            "out = type(code)(\n"
            "  code.co_argcount, code.co_kwonlyargcount, code.co_nlocals, code.co_stacksize,\n"
            "  code.co_flags, code.co_code, code.co_consts, code.co_names,\n"
            "  code.co_varnames, code.co_filename, co_name, co_firstlineno,\n"
            "  code.co_lnotab)\n", "<dummy>", Py_file_input);
        if (!compiled) return NULL;
        result = PyEval_EvalCode(compiled, scratch_dict, scratch_dict);
        Py_DECREF(compiled);
        if (!result) PyErr_Print();
        Py_DECREF(result);
        result = PyDict_GetItemString(scratch_dict, "out");
        if (result) Py_INCREF(result);
        return result;
    }
    #else
    return NULL;
    #endif
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyObject *code_object = NULL, *py_py_line = NULL, *py_funcname = NULL, *dict = NULL;
    PyObject *replace = NULL, *getframe = NULL, *frame = NULL;
    PyObject *exc_type, *exc_value, *exc_traceback;
    int success = 0;
    if (c_line) {
        (void) __pyx_cfilenm;
        (void) __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line);
    }
    PyErr_Fetch(&exc_type, &exc_value, &exc_traceback);
    code_object = Py_CompileString("_getframe()", filename, Py_eval_input);
    if (unlikely(!code_object)) goto bad;
    py_py_line = PyLong_FromLong(py_line);
    if (unlikely(!py_py_line)) goto bad;
    py_funcname = PyUnicode_FromString(funcname);
    if (unlikely(!py_funcname)) goto bad;
    dict = PyDict_New();
    if (unlikely(!dict)) goto bad;
    {
        PyObject *old_code_object = code_object;
        code_object = __Pyx_PyCode_Replace_For_AddTraceback(code_object, dict, py_py_line, py_funcname);
        Py_DECREF(old_code_object);
    }
    if (unlikely(!code_object)) goto bad;
    getframe = PySys_GetObject("_getframe");
    if (unlikely(!getframe)) goto bad;
    if (unlikely(PyDict_SetItemString(dict, "_getframe", getframe))) goto bad;
    frame = PyEval_EvalCode(code_object, dict, dict);
    if (unlikely(!frame) || frame == Py_None) goto bad;
    success = 1;
  bad:
    PyErr_Restore(exc_type, exc_value, exc_traceback);
    Py_XDECREF(code_object);
    Py_XDECREF(py_py_line);
    Py_XDECREF(py_funcname);
    Py_XDECREF(dict);
    Py_XDECREF(replace);
    if (success) {
        PyTraceBack_Here(
            (struct _frame*)frame);
    }
    Py_XDECREF(frame);
}
#else
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = NULL;
    PyObject *py_funcname = NULL;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_srcfile = NULL;
    py_srcfile = PyString_FromString(filename);
    if (!py_srcfile) goto bad;
    #endif
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        funcname = PyUnicode_AsUTF8(py_funcname);
        if (!funcname) goto bad;
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        if (!py_funcname) goto bad;
        #endif
    }
    #if PY_MAJOR_VERSION < 3
    py_code = __Pyx_PyCode_New(
        0,
        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);
    #else
    py_code = PyCode_NewEmpty(filename, funcname, py_line);
    #endif
    Py_XDECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_funcname);
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_srcfile);
    #endif
    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;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject *ptype, *pvalue, *ptraceback;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) {
            /* If the code object creation fails, then we should clear the
               fetched exception references and propagate the new exception */
            Py_XDECREF(ptype);
            Py_XDECREF(pvalue);
            Py_XDECREF(ptraceback);
            goto bad;
        }
        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}
#endif

/* CIntFromPyVerify */
  #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    __Pyx_TypeName obj_type_name;
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
                 "'" __Pyx_FMT_TYPENAME "' does not have the buffer interface",
                 obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_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 ((0)) {}
    view->obj = NULL;
    Py_DECREF(obj);
}
#endif


  /* Declarations */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return ::std::complex< float >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return x + y*(__pyx_t_float_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      __pyx_t_float_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabsf(b.real) >= fabsf(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                float r = b.imag / b.real;
                float s = (float)(1.0) / (b.real + b.imag * r);
                return __pyx_t_float_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            float r = b.real / b.imag;
            float s = (float)(1.0) / (b.imag + b.real * r);
            return __pyx_t_float_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            float denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_float_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_float(a, a);
                    case 3:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, a);
                    case 4:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if ((b.imag == 0) && (a.real >= 0)) {
                    z.real = powf(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2f(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_float(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

/* Declarations */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return ::std::complex< double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return x + y*(__pyx_t_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      __pyx_t_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabs(b.real) >= fabs(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                double r = b.imag / b.real;
                double s = (double)(1.0) / (b.real + b.imag * r);
                return __pyx_t_double_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            double r = b.real / b.imag;
            double s = (double)(1.0) / (b.imag + b.real * r);
            return __pyx_t_double_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            double denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_double_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_double(a, a);
                    case 3:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, a);
                    case 4:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if ((b.imag == 0) && (a.real >= 0)) {
                    z.real = pow(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_double(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

/* Declarations */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
      return ::std::complex< long double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
      return x + y*(__pyx_t_long_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
      __pyx_t_long_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
#else
    static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
        __pyx_t_long_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
        __pyx_t_long_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
        __pyx_t_long_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabsl(b.real) >= fabsl(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                long double r = b.imag / b.real;
                long double s = (long double)(1.0) / (b.real + b.imag * r);
                return __pyx_t_long_double_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            long double r = b.real / b.imag;
            long double s = (long double)(1.0) / (b.imag + b.real * r);
            return __pyx_t_long_double_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            long double denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_long_double_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex a) {
        __pyx_t_long_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex a) {
        __pyx_t_long_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtl(z.real*z.real + z.imag*z.imag);
          #else
            return hypotl(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
            __pyx_t_long_double_complex z;
            long double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    long double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_long__double(a, a);
                    case 3:
                        z = __Pyx_c_prod_long__double(a, a);
                        return __Pyx_c_prod_long__double(z, a);
                    case 4:
                        z = __Pyx_c_prod_long__double(a, a);
                        return __Pyx_c_prod_long__double(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if ((b.imag == 0) && (a.real >= 0)) {
                    z.real = powl(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2l(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_long__double(a);
                theta = atan2l(a.imag, a.real);
            }
            lnr = logl(r);
            z_r = expl(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosl(z_theta);
            z.imag = z_r * sinl(z_theta);
            return z;
        }
    #endif
#endif

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
#else
        PyObject *from_bytes, *result = NULL;
        PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL;
        from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
        if (!from_bytes) return NULL;
        py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int));
        if (!py_bytes) goto limited_bad;
        order_str = PyUnicode_FromString(little ? "little" : "big");
        if (!order_str) goto limited_bad;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        if (!is_unsigned) {
            kwds = PyDict_New();
            if (!kwds) goto limited_bad;
            if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(Py_True))) goto limited_bad;
        }
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(kwds);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(order_str);
        Py_XDECREF(py_bytes);
        Py_XDECREF(from_bytes);
        return result;
#endif
    }
}

/* CIntFromPy */
  static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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
            if (unlikely(__Pyx_PyLong_IsNeg(x))) {
                goto raise_neg_overflow;
            } else if (__Pyx_PyLong_IsCompact(x)) {
                __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
            } else {
                const digit* digits = __Pyx_PyLong_Digits(x);
                assert(__Pyx_PyLong_DigitCount(x) > 1);
                switch (__Pyx_PyLong_DigitCount(x)) {
                    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 && PY_VERSION_HEX < 0x030C00A7
            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))
#ifdef HAVE_LONG_LONG
            } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            if (__Pyx_PyLong_IsCompact(x)) {
                __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
            } else {
                const digit* digits = __Pyx_PyLong_Digits(x);
                assert(__Pyx_PyLong_DigitCount(x) > 1);
                switch (__Pyx_PyLong_SignedDigitCount(x)) {
                    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))
#ifdef HAVE_LONG_LONG
            } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) {
                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
            int val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (int) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (int) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (int) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (int) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                val = (int) 0;
                mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
                shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
                for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) {
                    PyObject *tmp, *digit;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((int) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                idigit = PyLong_AsLong(stepval);
                if (unlikely(idigit < 0)) goto done;
                remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1);
                if (unlikely(idigit >= (1L << remaining_bits)))
                    goto raise_overflow;
                val |= ((int) idigit) << bits;
            #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                if (!is_unsigned) {
                    if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1))))
                        goto raise_overflow;
                    if (is_negative)
                        val = ~val;
                }
                ret = 0;
            done:
                Py_XDECREF(shift);
                Py_XDECREF(mask);
                Py_XDECREF(stepval);
#endif
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
#else
        PyObject *from_bytes, *result = NULL;
        PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL;
        from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
        if (!from_bytes) return NULL;
        py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long));
        if (!py_bytes) goto limited_bad;
        order_str = PyUnicode_FromString(little ? "little" : "big");
        if (!order_str) goto limited_bad;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        if (!is_unsigned) {
            kwds = PyDict_New();
            if (!kwds) goto limited_bad;
            if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(Py_True))) goto limited_bad;
        }
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(kwds);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(order_str);
        Py_XDECREF(py_bytes);
        Py_XDECREF(from_bytes);
        return result;
#endif
    }
}

/* CIntFromPy */
  static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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
            if (unlikely(__Pyx_PyLong_IsNeg(x))) {
                goto raise_neg_overflow;
            } else if (__Pyx_PyLong_IsCompact(x)) {
                __PYX_VERIFY_RETURN_INT(unsigned int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
            } else {
                const digit* digits = __Pyx_PyLong_Digits(x);
                assert(__Pyx_PyLong_DigitCount(x) > 1);
                switch (__Pyx_PyLong_DigitCount(x)) {
                    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 && PY_VERSION_HEX < 0x030C00A7
            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))
#ifdef HAVE_LONG_LONG
            } else if ((sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG))) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            if (__Pyx_PyLong_IsCompact(x)) {
                __PYX_VERIFY_RETURN_INT(unsigned int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
            } else {
                const digit* digits = __Pyx_PyLong_Digits(x);
                assert(__Pyx_PyLong_DigitCount(x) > 1);
                switch (__Pyx_PyLong_SignedDigitCount(x)) {
                    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))
#ifdef HAVE_LONG_LONG
            } else if ((sizeof(unsigned int) <= sizeof(PY_LONG_LONG))) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
            unsigned int val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (unsigned int) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (unsigned int) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (unsigned int) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (unsigned int) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                val = (unsigned int) 0;
                mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
                shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
                for (bits = 0; bits < (int) sizeof(unsigned int) * 8 - chunk_size; bits += chunk_size) {
                    PyObject *tmp, *digit;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((unsigned int) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                idigit = PyLong_AsLong(stepval);
                if (unlikely(idigit < 0)) goto done;
                remaining_bits = ((int) sizeof(unsigned int) * 8) - bits - (is_unsigned ? 0 : 1);
                if (unlikely(idigit >= (1L << remaining_bits)))
                    goto raise_overflow;
                val |= ((unsigned int) idigit) << bits;
            #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                if (!is_unsigned) {
                    if (unlikely(val & (((unsigned int) 1) << (sizeof(unsigned int) * 8 - 1))))
                        goto raise_overflow;
                    if (is_negative)
                        val = ~val;
                }
                ret = 0;
            done:
                Py_XDECREF(shift);
                Py_XDECREF(mask);
                Py_XDECREF(stepval);
#endif
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (unsigned int) -1;
        }
    } else {
        unsigned int val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(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;
}

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(unsigned int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
        return _PyLong_FromByteArray(bytes, sizeof(unsigned int),
                                     little, !is_unsigned);
#else
        PyObject *from_bytes, *result = NULL;
        PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL;
        from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
        if (!from_bytes) return NULL;
        py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(unsigned int));
        if (!py_bytes) goto limited_bad;
        order_str = PyUnicode_FromString(little ? "little" : "big");
        if (!order_str) goto limited_bad;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        if (!is_unsigned) {
            kwds = PyDict_New();
            if (!kwds) goto limited_bad;
            if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(Py_True))) goto limited_bad;
        }
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(kwds);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(order_str);
        Py_XDECREF(py_bytes);
        Py_XDECREF(from_bytes);
        return result;
#endif
    }
}

/* CIntFromPy */
  static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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
            if (unlikely(__Pyx_PyLong_IsNeg(x))) {
                goto raise_neg_overflow;
            } else if (__Pyx_PyLong_IsCompact(x)) {
                __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
            } else {
                const digit* digits = __Pyx_PyLong_Digits(x);
                assert(__Pyx_PyLong_DigitCount(x) > 1);
                switch (__Pyx_PyLong_DigitCount(x)) {
                    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 && PY_VERSION_HEX < 0x030C00A7
            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))
#ifdef HAVE_LONG_LONG
            } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            if (__Pyx_PyLong_IsCompact(x)) {
                __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
            } else {
                const digit* digits = __Pyx_PyLong_Digits(x);
                assert(__Pyx_PyLong_DigitCount(x) > 1);
                switch (__Pyx_PyLong_SignedDigitCount(x)) {
                    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))
#ifdef HAVE_LONG_LONG
            } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) {
                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
            long val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (long) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (long) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (long) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (long) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                val = (long) 0;
                mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
                shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
                for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) {
                    PyObject *tmp, *digit;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((long) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                idigit = PyLong_AsLong(stepval);
                if (unlikely(idigit < 0)) goto done;
                remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1);
                if (unlikely(idigit >= (1L << remaining_bits)))
                    goto raise_overflow;
                val |= ((long) idigit) << bits;
            #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                if (!is_unsigned) {
                    if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1))))
                        goto raise_overflow;
                    if (is_negative)
                        val = ~val;
                }
                ret = 0;
            done:
                Py_XDECREF(shift);
                Py_XDECREF(mask);
                Py_XDECREF(stepval);
#endif
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

/* FormatTypeName */
  #if CYTHON_COMPILING_IN_LIMITED_API
static __Pyx_TypeName
__Pyx_PyType_GetName(PyTypeObject* tp)
{
    PyObject *name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                               __pyx_n_s_name);
    if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) {
        PyErr_Clear();
        Py_XDECREF(name);
        name = __Pyx_NewRef(__pyx_n_s__35);
    }
    return name;
}
#endif

/* FastTypeChecks */
  #if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*);
        if (a == b)
            return 1;
    }
    return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (a == b) return 1;
    mro = a->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(a, b);
}
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (cls == a || cls == b) return 1;
    mro = cls->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            PyObject *base = PyTuple_GET_ITEM(mro, i);
            if (base == (PyObject *)a || base == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b);
}
#if PY_MAJOR_VERSION == 2
static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
    PyObject *exception, *value, *tb;
    int res;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&exception, &value, &tb);
    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
    if (unlikely(res == -1)) {
        PyErr_WriteUnraisable(err);
        res = 0;
    }
    if (!res) {
        res = PyObject_IsSubclass(err, exc_type2);
        if (unlikely(res == -1)) {
            PyErr_WriteUnraisable(err);
            res = 0;
        }
    }
    __Pyx_ErrRestore(exception, value, tb);
    return res;
}
#else
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    if (exc_type1) {
        return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
    } else {
        return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
}
#endif
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    assert(PyExceptionClass_Check(exc_type));
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        #if PY_MAJOR_VERSION < 3
        if (likely(exc_type == t)) return 1;
        #endif
        if (likely(PyExceptionClass_Check(t))) {
            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
        } else {
        }
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        if (likely(PyExceptionClass_Check(exc_type))) {
            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
        } else if (likely(PyTuple_Check(exc_type))) {
            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
        } else {
        }
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
    assert(PyExceptionClass_Check(exc_type1));
    assert(PyExceptionClass_Check(exc_type2));
    if (likely(err == exc_type1 || err == exc_type2)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
    }
    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif

/* SwapException */
  #if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_value = exc_info->exc_value;
    exc_info->exc_value = *value;
    if (tmp_value == NULL || tmp_value == Py_None) {
        Py_XDECREF(tmp_value);
        tmp_value = NULL;
        tmp_type = NULL;
        tmp_tb = NULL;
    } else {
        tmp_type = (PyObject*) Py_TYPE(tmp_value);
        Py_INCREF(tmp_type);
        #if CYTHON_COMPILING_IN_CPYTHON
        tmp_tb = ((PyBaseExceptionObject*) tmp_value)->traceback;
        Py_XINCREF(tmp_tb);
        #else
        tmp_tb = PyException_GetTraceback(tmp_value);
        #endif
    }
  #elif CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = *type;
    exc_info->exc_value = *value;
    exc_info->exc_traceback = *tb;
  #else
    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;
  #endif
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#endif

/* PyObjectCall2Args */
  static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args[3] = {NULL, arg1, arg2};
    return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* PyObjectCallMethod1 */
  #if !(CYTHON_VECTORCALL && __PYX_LIMITED_VERSION_HEX >= 0x030C00A2)
static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
    Py_DECREF(method);
    return result;
}
#endif
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
#if CYTHON_VECTORCALL && __PYX_LIMITED_VERSION_HEX >= 0x030C00A2
    PyObject *args[2] = {obj, arg};
    (void) __Pyx_PyObject_GetMethod;
    (void) __Pyx_PyObject_CallOneArg;
    (void) __Pyx_PyObject_Call2Args;
    return PyObject_VectorcallMethod(method_name, args, 2 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
#else
    PyObject *method = NULL, *result;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_Call2Args(method, obj, arg);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) return NULL;
    return __Pyx__PyObject_CallMethod1(method, arg);
#endif
}

/* CoroutineBase */
  #include <frameobject.h>
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *__pyx_tstate, PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    CYTHON_UNUSED_VAR(__pyx_tstate);
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (!ev) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#if PY_VERSION_HEX >= 0x030300A0
        else if (likely(__Pyx_IS_TYPE(ev, (PyTypeObject*)PyExc_StopIteration))) {
            value = ((PyStopIterationObject *)ev)->value;
            Py_INCREF(value);
            Py_DECREF(ev);
        }
#endif
        else if (unlikely(PyTuple_Check(ev))) {
            if (PyTuple_GET_SIZE(ev) >= 1) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                value = PyTuple_GET_ITEM(ev, 0);
                Py_INCREF(value);
#else
                value = PySequence_ITEM(ev, 0);
#endif
            } else {
                Py_INCREF(Py_None);
                value = Py_None;
            }
            Py_DECREF(ev);
        }
        else if (!__Pyx_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) {
            value = ev;
        }
        if (likely(value)) {
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = value;
            return 0;
        }
    } else if (!__Pyx_PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PySequence_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
static CYTHON_INLINE
void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) {
#if PY_VERSION_HEX >= 0x030B00a4
    Py_CLEAR(exc_state->exc_value);
#else
    PyObject *t, *v, *tb;
    t = exc_state->exc_type;
    v = exc_state->exc_value;
    tb = exc_state->exc_traceback;
    exc_state->exc_type = NULL;
    exc_state->exc_value = NULL;
    exc_state->exc_traceback = NULL;
    Py_XDECREF(t);
    Py_XDECREF(v);
    Py_XDECREF(tb);
#endif
}
#define __Pyx_Coroutine_AlreadyRunningError(gen)  (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyRunningError(__pyx_CoroutineObject *gen) {
    const char *msg;
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check((PyObject*)gen)) {
        msg = "coroutine already executing";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact((PyObject*)gen)) {
        msg = "async generator already executing";
    #endif
    } else {
        msg = "generator already executing";
    }
    PyErr_SetString(PyExc_ValueError, msg);
}
#define __Pyx_Coroutine_NotStartedError(gen)  (__Pyx__Coroutine_NotStartedError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_NotStartedError(PyObject *gen) {
    const char *msg;
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check(gen)) {
        msg = "can't send non-None value to a just-started coroutine";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact(gen)) {
        msg = "can't send non-None value to a just-started async generator";
    #endif
    } else {
        msg = "can't send non-None value to a just-started generator";
    }
    PyErr_SetString(PyExc_TypeError, msg);
}
#define __Pyx_Coroutine_AlreadyTerminatedError(gen, value, closing)  (__Pyx__Coroutine_AlreadyTerminatedError(gen, value, closing), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyTerminatedError(PyObject *gen, PyObject *value, int closing) {
    CYTHON_MAYBE_UNUSED_VAR(gen);
    CYTHON_MAYBE_UNUSED_VAR(closing);
    #ifdef __Pyx_Coroutine_USED
    if (!closing && __Pyx_Coroutine_Check(gen)) {
        PyErr_SetString(PyExc_RuntimeError, "cannot reuse already awaited coroutine");
    } else
    #endif
    if (value) {
        #ifdef __Pyx_AsyncGen_USED
        if (__Pyx_AsyncGen_CheckExact(gen))
            PyErr_SetNone(__Pyx_PyExc_StopAsyncIteration);
        else
        #endif
        PyErr_SetNone(PyExc_StopIteration);
    }
}
static
PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, int closing) {
    __Pyx_PyThreadState_declare
    PyThreadState *tstate;
    __Pyx_ExcInfoStruct *exc_state;
    PyObject *retval;
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            return __Pyx_Coroutine_NotStartedError((PyObject*)self);
        }
    }
    if (unlikely(self->resume_label == -1)) {
        return __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing);
    }
#if CYTHON_FAST_THREAD_STATE
    __Pyx_PyThreadState_assign
    tstate = __pyx_tstate;
#else
    tstate = __Pyx_PyThreadState_Current;
#endif
    exc_state = &self->gi_exc_state;
    if (exc_state->exc_value) {
        #if CYTHON_COMPILING_IN_PYPY
        #else
        PyObject *exc_tb;
        #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON
        exc_tb = PyException_GetTraceback(exc_state->exc_value);
        #elif PY_VERSION_HEX >= 0x030B00a4
        exc_tb = ((PyBaseExceptionObject*) exc_state->exc_value)->traceback;
        #else
        exc_tb = exc_state->exc_traceback;
        #endif
        if (exc_tb) {
            PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
            PyFrameObject *f = tb->tb_frame;
            assert(f->f_back == NULL);
            #if PY_VERSION_HEX >= 0x030B00A1
            f->f_back = PyThreadState_GetFrame(tstate);
            #else
            Py_XINCREF(tstate->frame);
            f->f_back = tstate->frame;
            #endif
            #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON
            Py_DECREF(exc_tb);
            #endif
        }
        #endif
    }
#if CYTHON_USE_EXC_INFO_STACK
    exc_state->previous_item = tstate->exc_info;
    tstate->exc_info = exc_state;
#else
    if (exc_state->exc_type) {
        __Pyx_ExceptionSwap(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    } else {
        __Pyx_Coroutine_ExceptionClear(exc_state);
        __Pyx_ExceptionSave(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    }
#endif
    self->is_running = 1;
    retval = self->body(self, tstate, value);
    self->is_running = 0;
#if CYTHON_USE_EXC_INFO_STACK
    exc_state = &self->gi_exc_state;
    tstate->exc_info = exc_state->previous_item;
    exc_state->previous_item = NULL;
    __Pyx_Coroutine_ResetFrameBackpointer(exc_state);
#endif
    return retval;
}
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) {
#if CYTHON_COMPILING_IN_PYPY
    CYTHON_UNUSED_VAR(exc_state);
#else
    PyObject *exc_tb;
    #if PY_VERSION_HEX >= 0x030B00a4
    if (!exc_state->exc_value) return;
    exc_tb = PyException_GetTraceback(exc_state->exc_value);
    #else
    exc_tb = exc_state->exc_traceback;
    #endif
    if (likely(exc_tb)) {
        PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
        PyFrameObject *f = tb->tb_frame;
        Py_CLEAR(f->f_back);
        #if PY_VERSION_HEX >= 0x030B00a4
        Py_DECREF(exc_tb);
        #endif
    }
#endif
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_MethodReturn(PyObject* gen, PyObject *retval) {
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if (unlikely(!retval)) {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        if (!__Pyx_PyErr_Occurred()) {
            PyObject *exc = PyExc_StopIteration;
            #ifdef __Pyx_AsyncGen_USED
            if (__Pyx_AsyncGen_CheckExact(gen))
                exc = __Pyx_PyExc_StopAsyncIteration;
            #endif
            __Pyx_PyErr_SetNone(exc);
        }
    }
    return retval;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
static CYTHON_INLINE
PyObject *__Pyx_PyGen_Send(PyGenObject *gen, PyObject *arg) {
#if PY_VERSION_HEX <= 0x030A00A1
    return _PyGen_Send(gen, arg);
#else
    PyObject *result;
    if (PyIter_Send((PyObject*)gen, arg ? arg : Py_None, &result) == PYGEN_RETURN) {
        if (PyAsyncGen_CheckExact(gen)) {
            assert(result == Py_None);
            PyErr_SetNone(PyExc_StopAsyncIteration);
        }
        else if (result == Py_None) {
            PyErr_SetNone(PyExc_StopIteration);
        }
        else {
#if PY_VERSION_HEX < 0x030d00A1
            _PyGen_SetStopIterationValue(result);
#else
            if (!PyTuple_Check(result) && !PyExceptionInstance_Check(result)) {
                PyErr_SetObject(PyExc_StopIteration, result);
            } else {
                PyObject *exc = __Pyx_PyObject_CallOneArg(PyExc_StopIteration, result);
                if (likely(exc != NULL)) {
                    PyErr_SetObject(PyExc_StopIteration, exc);
                    Py_DECREF(exc);
                }
            }
#endif
        }
        Py_DECREF(result);
        result = NULL;
    }
    return result;
#endif
}
#endif
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Coroutine_Undelegate(gen);
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val);
    ret = __Pyx_Coroutine_SendEx(gen, val, 0);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) {
    PyObject *retval;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_AsyncGen_USED
        if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
            ret = __Pyx_async_gen_asend_send(yf, value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03050000 && defined(PyCoro_CheckExact) && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyCoro_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        {
            if (value == Py_None)
                ret = __Pyx_PyObject_GetIterNextFunc(yf)(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        retval = __Pyx_Coroutine_FinishDelegation(gen);
    } else {
        retval = __Pyx_Coroutine_SendEx(gen, value, 0);
    }
    return __Pyx_Coroutine_MethodReturn(self, retval);
}
static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    #ifdef __Pyx_Generator_USED
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    if (__Pyx_CoroutineAwait_CheckExact(yf)) {
        retval = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf, NULL);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_AsyncGen_USED
    if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
        retval = __Pyx_async_gen_asend_close(yf, NULL);
    } else
    if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) {
        retval = __Pyx_async_gen_athrow_close(yf, NULL);
    } else
    #endif
    {
        PyObject *meth;
        gen->is_running = 1;
        meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (unlikely(PyErr_Occurred())) {
                PyErr_WriteUnraisable(yf);
            }
        } else {
            retval = __Pyx_PyObject_CallNoArg(meth);
            Py_DECREF(meth);
            if (unlikely(!retval))
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Next(yf);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, Py_None);
        } else
        #endif
            ret = __Pyx_PyObject_GetIterNextFunc(yf)(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Coroutine_FinishDelegation(gen);
    }
    return __Pyx_Coroutine_SendEx(gen, Py_None, 0);
}
static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, PyObject *arg) {
    CYTHON_UNUSED_VAR(arg);
    return __Pyx_Coroutine_Close(self);
}
static PyObject *__Pyx_Coroutine_Close(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Coroutine_CloseIter(gen, yf);
        __Pyx_Coroutine_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Coroutine_SendEx(gen, NULL, 1);
    if (unlikely(retval)) {
        const char *msg;
        Py_DECREF(retval);
        if ((0)) {
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_Coroutine_Check(self)) {
            msg = "coroutine ignored GeneratorExit";
        #endif
        #ifdef __Pyx_AsyncGen_USED
        } else if (__Pyx_AsyncGen_CheckExact(self)) {
#if PY_VERSION_HEX < 0x03060000
            msg = "async generator ignored GeneratorExit - might require Python 3.6+ finalisation (PEP 525)";
#else
            msg = "async generator ignored GeneratorExit";
#endif
        #endif
        } else {
            msg = "generator ignored GeneratorExit";
        }
        PyErr_SetString(PyExc_RuntimeError, msg);
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (likely(!raised_exception || __Pyx_PyErr_GivenExceptionMatches2(raised_exception, PyExc_GeneratorExit, PyExc_StopIteration))) {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx__Coroutine_Throw(PyObject *self, PyObject *typ, PyObject *val, PyObject *tb,
                                        PyObject *args, int close_on_genexit) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (__Pyx_PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit) && close_on_genexit) {
            int err = __Pyx_Coroutine_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Coroutine_Undelegate(gen);
            if (err < 0)
                return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
            goto throw_here;
        }
        gen->is_running = 1;
        if (0
        #ifdef __Pyx_Generator_USED
            || __Pyx_Generator_CheckExact(yf)
        #endif
        #ifdef __Pyx_Coroutine_USED
            || __Pyx_Coroutine_Check(yf)
        #endif
            ) {
            ret = __Pyx__Coroutine_Throw(yf, typ, val, tb, args, close_on_genexit);
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_CoroutineAwait_CheckExact(yf)) {
            ret = __Pyx__Coroutine_Throw(((__pyx_CoroutineAwaitObject*)yf)->coroutine, typ, val, tb, args, close_on_genexit);
        #endif
        } else {
            PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (unlikely(PyErr_Occurred())) {
                    gen->is_running = 0;
                    return NULL;
                }
                __Pyx_Coroutine_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            if (likely(args)) {
                ret = __Pyx_PyObject_Call(meth, args, NULL);
            } else {
                PyObject *cargs[4] = {NULL, typ, val, tb};
                ret = __Pyx_PyObject_FastCall(meth, cargs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
            }
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Coroutine_FinishDelegation(gen);
        }
        return __Pyx_Coroutine_MethodReturn(self, ret);
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
}
static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) {
    PyObject *typ;
    PyObject *val = NULL;
    PyObject *tb = NULL;
    if (unlikely(!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)))
        return NULL;
    return __Pyx__Coroutine_Throw(self, typ, val, tb, args, 1);
}
static CYTHON_INLINE int __Pyx_Coroutine_traverse_excstate(__Pyx_ExcInfoStruct *exc_state, visitproc visit, void *arg) {
#if PY_VERSION_HEX >= 0x030B00a4
    Py_VISIT(exc_state->exc_value);
#else
    Py_VISIT(exc_state->exc_type);
    Py_VISIT(exc_state->exc_value);
    Py_VISIT(exc_state->exc_traceback);
#endif
    return 0;
}
static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) {
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    return __Pyx_Coroutine_traverse_excstate(&gen->gi_exc_state, visit, arg);
}
static int __Pyx_Coroutine_clear(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    __Pyx_Coroutine_ExceptionClear(&gen->gi_exc_state);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        Py_CLEAR(((__pyx_PyAsyncGenObject*)gen)->ag_finalizer);
    }
#endif
    Py_CLEAR(gen->gi_code);
    Py_CLEAR(gen->gi_frame);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    Py_CLEAR(gen->gi_modulename);
    return 0;
}
static void __Pyx_Coroutine_dealloc(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label >= 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1 && CYTHON_USE_TP_FINALIZE
        if (unlikely(PyObject_CallFinalizerFromDealloc(self)))
#else
        Py_TYPE(gen)->tp_del(self);
        if (unlikely(Py_REFCNT(self) > 0))
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        /* We have to handle this case for asynchronous generators
           right here, because this code has to be between UNTRACK
           and GC_Del. */
        Py_CLEAR(((__pyx_PyAsyncGenObject*)self)->ag_finalizer);
    }
#endif
    __Pyx_Coroutine_clear(self);
    __Pyx_PyHeapTypeObject_GC_Del(gen);
}
static void __Pyx_Coroutine_del(PyObject *self) {
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    __Pyx_PyThreadState_declare
    if (gen->resume_label < 0) {
        return;
    }
#if !CYTHON_USE_TP_FINALIZE
    assert(self->ob_refcnt == 0);
    __Pyx_SET_REFCNT(self, 1);
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        __pyx_PyAsyncGenObject *agen = (__pyx_PyAsyncGenObject*)self;
        PyObject *finalizer = agen->ag_finalizer;
        if (finalizer && !agen->ag_closed) {
            PyObject *res = __Pyx_PyObject_CallOneArg(finalizer, self);
            if (unlikely(!res)) {
                PyErr_WriteUnraisable(self);
            } else {
                Py_DECREF(res);
            }
            __Pyx_ErrRestore(error_type, error_value, error_traceback);
            return;
        }
    }
#endif
    if (unlikely(gen->resume_label == 0 && !error_value)) {
#ifdef __Pyx_Coroutine_USED
#ifdef __Pyx_Generator_USED
    if (!__Pyx_Generator_CheckExact(self))
#endif
        {
        PyObject_GC_UnTrack(self);
#if PY_MAJOR_VERSION >= 3  || defined(PyErr_WarnFormat)
        if (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0))
            PyErr_WriteUnraisable(self);
#else
        {PyObject *msg;
        char *cmsg;
        #if CYTHON_COMPILING_IN_PYPY
        msg = NULL;
        cmsg = (char*) "coroutine was never awaited";
        #else
        char *cname;
        PyObject *qualname;
        qualname = gen->gi_qualname;
        cname = PyString_AS_STRING(qualname);
        msg = PyString_FromFormat("coroutine '%.50s' was never awaited", cname);
        if (unlikely(!msg)) {
            PyErr_Clear();
            cmsg = (char*) "coroutine was never awaited";
        } else {
            cmsg = PyString_AS_STRING(msg);
        }
        #endif
        if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, cmsg, 1) < 0))
            PyErr_WriteUnraisable(self);
        Py_XDECREF(msg);}
#endif
        PyObject_GC_Track(self);
        }
#endif
    } else {
        PyObject *res = __Pyx_Coroutine_Close(self);
        if (unlikely(!res)) {
            if (PyErr_Occurred())
                PyErr_WriteUnraisable(self);
        } else {
            Py_DECREF(res);
        }
    }
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if !CYTHON_USE_TP_FINALIZE
    assert(Py_REFCNT(self) > 0);
    if (likely(--self->ob_refcnt == 0)) {
        return;
    }
    {
        Py_ssize_t refcnt = Py_REFCNT(self);
        _Py_NewReference(self);
        __Pyx_SET_REFCNT(self, refcnt);
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(Py_TYPE(self)) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, void *context)
{
    PyObject *name = self->gi_name;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#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;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(self->gi_name, value);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, void *context)
{
    PyObject *name = self->gi_qualname;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#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;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(self->gi_qualname, value);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, void *context)
{
    PyObject *frame = self->gi_frame;
    CYTHON_UNUSED_VAR(context);
    if (!frame) {
        if (unlikely(!self->gi_code)) {
            Py_RETURN_NONE;
        }
        frame = (PyObject *) PyFrame_New(
            PyThreadState_Get(),            /*PyThreadState *tstate,*/
            (PyCodeObject*) self->gi_code,  /*PyCodeObject *code,*/
            __pyx_d,                 /*PyObject *globals,*/
            0                               /*PyObject *locals*/
        );
        if (unlikely(!frame))
            return NULL;
        self->gi_frame = frame;
    }
    Py_INCREF(frame);
    return frame;
}
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
            PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type);
    if (unlikely(!gen))
        return NULL;
    return __Pyx__Coroutine_NewInit(gen, body, code, closure, name, qualname, module_name);
}
static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit(
            __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    #if PY_VERSION_HEX >= 0x030B00a4
    gen->gi_exc_state.exc_value = NULL;
    #else
    gen->gi_exc_state.exc_type = NULL;
    gen->gi_exc_state.exc_value = NULL;
    gen->gi_exc_state.exc_traceback = NULL;
    #endif
#if CYTHON_USE_EXC_INFO_STACK
    gen->gi_exc_state.previous_item = NULL;
#endif
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    Py_XINCREF(module_name);
    gen->gi_modulename = module_name;
    Py_XINCREF(code);
    gen->gi_code = code;
    gen->gi_frame = NULL;
    PyObject_GC_Track(gen);
    return gen;
}

/* PatchModuleWithCoroutine */
  static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    int result;
    PyObject *globals, *result_obj;
    globals = PyDict_New();  if (unlikely(!globals)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_coroutine_type",
    #ifdef __Pyx_Coroutine_USED
        (PyObject*)__pyx_CoroutineType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_generator_type",
    #ifdef __Pyx_Generator_USED
        (PyObject*)__pyx_GeneratorType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore;
    result_obj = PyRun_String(py_code, Py_file_input, globals, globals);
    if (unlikely(!result_obj)) goto ignore;
    Py_DECREF(result_obj);
    Py_DECREF(globals);
    return module;
ignore:
    Py_XDECREF(globals);
    PyErr_WriteUnraisable(module);
    if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) {
        Py_DECREF(module);
        module = NULL;
    }
#else
    py_code++;
#endif
    return module;
}

/* PatchGeneratorABC */
  #ifndef CYTHON_REGISTER_ABCS
#define CYTHON_REGISTER_ABCS 1
#endif
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
static PyObject* __Pyx_patch_abc_module(PyObject *module);
static PyObject* __Pyx_patch_abc_module(PyObject *module) {
    module = __Pyx_Coroutine_patch_module(
        module, ""
"if _cython_generator_type is not None:\n"
"    try: Generator = _module.Generator\n"
"    except AttributeError: pass\n"
"    else: Generator.register(_cython_generator_type)\n"
"if _cython_coroutine_type is not None:\n"
"    try: Coroutine = _module.Coroutine\n"
"    except AttributeError: pass\n"
"    else: Coroutine.register(_cython_coroutine_type)\n"
    );
    return module;
}
#endif
static int __Pyx_patch_abc(void) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    static int abc_patched = 0;
    if (CYTHON_REGISTER_ABCS && !abc_patched) {
        PyObject *module;
        module = PyImport_ImportModule((PY_MAJOR_VERSION >= 3) ? "collections.abc" : "collections");
        if (unlikely(!module)) {
            PyErr_WriteUnraisable(NULL);
            if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning,
                    ((PY_MAJOR_VERSION >= 3) ?
                        "Cython module failed to register with collections.abc module" :
                        "Cython module failed to register with collections module"), 1) < 0)) {
                return -1;
            }
        } else {
            module = __Pyx_patch_abc_module(module);
            abc_patched = 1;
            if (unlikely(!module))
                return -1;
            Py_DECREF(module);
        }
        module = PyImport_ImportModule("backports_abc");
        if (module) {
            module = __Pyx_patch_abc_module(module);
            Py_XDECREF(module);
        }
        if (!module) {
            PyErr_Clear();
        }
    }
#else
    if ((0)) __Pyx_Coroutine_patch_module(NULL, NULL);
#endif
    return 0;
}

/* Generator */
  static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O,
     (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")},
    {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS,
     (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")},
    {"close", (PyCFunction) __Pyx_Coroutine_Close_Method, METH_NOARGS,
     (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")},
    {0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL},
    {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY,
     (char*) PyDoc_STR("object being iterated by 'yield from', or None")},
    {(char*) "gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL},
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_modulename), 0, 0},
#if CYTHON_USE_TYPE_SPECS
    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CoroutineObject, gi_weakreflist), READONLY, 0},
#endif
    {0, 0, 0, 0, 0}
};
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {(char *) "gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL,
     (char*) PyDoc_STR("Frame of the generator"), 0},
    {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_GeneratorType_slots[] = {
    {Py_tp_dealloc, (void *)__Pyx_Coroutine_dealloc},
    {Py_tp_traverse, (void *)__Pyx_Coroutine_traverse},
    {Py_tp_iter, (void *)PyObject_SelfIter},
    {Py_tp_iternext, (void *)__Pyx_Generator_Next},
    {Py_tp_methods, (void *)__pyx_Generator_methods},
    {Py_tp_members, (void *)__pyx_Generator_memberlist},
    {Py_tp_getset, (void *)__pyx_Generator_getsets},
    {Py_tp_getattro, (void *) __Pyx_PyObject_GenericGetAttrNoDict},
#if CYTHON_USE_TP_FINALIZE
    {Py_tp_finalize, (void *)__Pyx_Coroutine_del},
#endif
    {0, 0},
};
static PyType_Spec __pyx_GeneratorType_spec = {
    __PYX_TYPE_MODULE_PREFIX "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    __pyx_GeneratorType_slots
};
#else
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    __PYX_TYPE_MODULE_PREFIX "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    (destructor) __Pyx_Coroutine_dealloc,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Coroutine_traverse,
    0,
    0,
    offsetof(__pyx_CoroutineObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if CYTHON_USE_TP_FINALIZE
    0,
#else
    __Pyx_Coroutine_del,
#endif
    0,
#if CYTHON_USE_TP_FINALIZE
    __Pyx_Coroutine_del,
#elif PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if __PYX_NEED_TP_PRINT_SLOT
    0,
#endif
#if PY_VERSION_HEX >= 0x030C0000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
    0,
#endif
};
#endif
static int __pyx_Generator_init(PyObject *module) {
#if CYTHON_USE_TYPE_SPECS
    __pyx_GeneratorType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_GeneratorType_spec, NULL);
#else
    CYTHON_UNUSED_VAR(module);
    __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
#endif
    if (unlikely(!__pyx_GeneratorType)) {
        return -1;
    }
    return 0;
}

/* CheckBinaryVersion */
  static unsigned long __Pyx_get_runtime_version(void) {
#if __PYX_LIMITED_VERSION_HEX >= 0x030B00A4
    return Py_Version & ~0xFFUL;
#else
    const char* rt_version = Py_GetVersion();
    unsigned long version = 0;
    unsigned long factor = 0x01000000UL;
    unsigned int digit = 0;
    int i = 0;
    while (factor) {
        while ('0' <= rt_version[i] && rt_version[i] <= '9') {
            digit = digit * 10 + (unsigned int) (rt_version[i] - '0');
            ++i;
        }
        version += factor * digit;
        if (rt_version[i] != '.')
            break;
        digit = 0;
        factor >>= 8;
        ++i;
    }
    return version;
#endif
}
static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) {
    const unsigned long MAJOR_MINOR = 0xFFFF0000UL;
    if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR))
        return 0;
    if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR)))
        return 1;
    {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compile time Python version %d.%d "
                      "of module '%.100s' "
                      "%s "
                      "runtime version %d.%d",
                       (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF),
                       __Pyx_MODULE_NAME,
                       (allow_newer) ? "was newer than" : "does not match",
                       (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF)
       );
        return PyErr_WarnEx(NULL, message, 1);
    }
}

/* InitStrings */
  #if PY_MAJOR_VERSION >= 3
static int __Pyx_InitString(__Pyx_StringTabEntry t, PyObject **str) {
    if (t.is_unicode | t.is_str) {
        if (t.intern) {
            *str = PyUnicode_InternFromString(t.s);
        } else if (t.encoding) {
            *str = PyUnicode_Decode(t.s, t.n - 1, t.encoding, NULL);
        } else {
            *str = PyUnicode_FromStringAndSize(t.s, t.n - 1);
        }
    } else {
        *str = PyBytes_FromStringAndSize(t.s, t.n - 1);
    }
    if (!*str)
        return -1;
    if (PyObject_Hash(*str) == -1)
        return -1;
    return 0;
}
#endif
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION >= 3
        __Pyx_InitString(*t, t->p);
        #else
        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);
        }
        if (!*t->p)
            return -1;
        if (PyObject_Hash(*t->p) == -1)
            return -1;
        #endif
        ++t;
    }
    return 0;
}

#include <string.h>
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) {
    size_t len = strlen(s);
    if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) {
        PyErr_SetString(PyExc_OverflowError, "byte string is too long");
        return -1;
    }
    return (Py_ssize_t) len;
}
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return __Pyx_PyUnicode_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return PyByteArray_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    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
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(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
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY && !CYTHON_COMPILING_IN_LIMITED_API) || (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 int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
    int retval;
    if (unlikely(!x)) return -1;
    retval = __Pyx_PyObject_IsTrue(x);
    Py_DECREF(x);
    return retval;
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
    __Pyx_TypeName result_type_name = __Pyx_PyType_GetName(Py_TYPE(result));
#if PY_MAJOR_VERSION >= 3
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ").  "
                "The ability to return an instance of a strict subclass of int is deprecated, "
                "and may be removed in a future version of Python.",
                result_type_name)) {
            __Pyx_DECREF_TypeName(result_type_name);
            Py_DECREF(result);
            return NULL;
        }
        __Pyx_DECREF_TypeName(result_type_name);
        return result;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type " __Pyx_FMT_TYPENAME ")",
                 type_name, type_name, result_type_name);
    __Pyx_DECREF_TypeName(result_type_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
  if (likely(PyLong_Check(x)))
#endif
    return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  #if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = m->nb_int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = m->nb_long(x);
  }
  #else
  if (likely(m && m->nb_int)) {
    name = "int";
    res = m->nb_int(x);
  }
  #endif
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
    res = PyNumber_Int(x);
  }
#endif
  if (likely(res)) {
#if PY_MAJOR_VERSION < 3
    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
    if (unlikely(!PyLong_CheckExact(res))) {
#endif
        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
    }
  }
  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(b);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(__Pyx_PyLong_IsCompact(b))) {
        return __Pyx_PyLong_CompactValue(b);
    } else {
      const digit* digits = __Pyx_PyLong_Digits(b);
      const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b);
      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 Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
#if PY_MAJOR_VERSION < 3
  } else if (likely(PyInt_CheckExact(o))) {
    return PyInt_AS_LONG(o);
#endif
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyInt_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


/* #### Code section: utility_code_pragmas_end ### */
#ifdef _MSC_VER
#pragma warning( pop )
#endif



/* #### Code section: end ### */
#endif /* Py_PYTHON_H */
