#if defined(_MULTIARRAYMODULE) || defined(WITH_CPYCHECKER_STEALS_REFERENCE_TO_ARG_ATTRIBUTE)

typedef struct {
        PyObject_HEAD
        npy_bool obval;
} PyBoolScalarObject;

extern NPY_NO_EXPORT PyTypeObject PyArrayMapIter_Type;
extern NPY_NO_EXPORT PyTypeObject PyArrayNeighborhoodIter_Type;
extern NPY_NO_EXPORT PyBoolScalarObject _PyArrayScalar_BoolValues[2];

NPY_NO_EXPORT  unsigned int PyArray_GetNDArrayCVersion \
       (void);
extern NPY_NO_EXPORT PyTypeObject PyBigArray_Type;

extern NPY_NO_EXPORT PyTypeObject PyArray_Type;

extern NPY_NO_EXPORT PyTypeObject PyArrayDescr_Type;

extern NPY_NO_EXPORT PyTypeObject PyArrayFlags_Type;

extern NPY_NO_EXPORT PyTypeObject PyArrayIter_Type;

extern NPY_NO_EXPORT PyTypeObject PyArrayMultiIter_Type;

extern NPY_NO_EXPORT int NPY_NUMUSERTYPES;

extern NPY_NO_EXPORT PyTypeObject PyBoolArrType_Type;

extern NPY_NO_EXPORT PyBoolScalarObject _PyArrayScalar_BoolValues[2];

extern NPY_NO_EXPORT PyTypeObject PyGenericArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyNumberArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyIntegerArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PySignedIntegerArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyUnsignedIntegerArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyInexactArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyFloatingArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyComplexFloatingArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyFlexibleArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyCharacterArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyByteArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyShortArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyIntArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyLongArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyLongLongArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyUByteArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyUShortArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyUIntArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyULongArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyULongLongArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyFloatArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyDoubleArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyLongDoubleArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyCFloatArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyCDoubleArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyCLongDoubleArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyObjectArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyStringArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyUnicodeArrType_Type;

extern NPY_NO_EXPORT PyTypeObject PyVoidArrType_Type;

NPY_NO_EXPORT  int PyArray_SetNumericOps \
       (PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_GetNumericOps \
       (void);
NPY_NO_EXPORT  int PyArray_INCREF \
       (PyArrayObject *);
NPY_NO_EXPORT  int PyArray_XDECREF \
       (PyArrayObject *);
NPY_NO_EXPORT  void PyArray_SetStringFunction \
       (PyObject *, int);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrFromType \
       (int);
NPY_NO_EXPORT  PyObject * PyArray_TypeObjectFromType \
       (int);
NPY_NO_EXPORT  char * PyArray_Zero \
       (PyArrayObject *);
NPY_NO_EXPORT  char * PyArray_One \
       (PyArrayObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(2) PyObject * PyArray_CastToType \
       (PyArrayObject *, PyArray_Descr *, int);
NPY_NO_EXPORT  int PyArray_CastTo \
       (PyArrayObject *, PyArrayObject *);
NPY_NO_EXPORT  int PyArray_CastAnyTo \
       (PyArrayObject *, PyArrayObject *);
NPY_NO_EXPORT  int PyArray_CanCastSafely \
       (int, int);
NPY_NO_EXPORT  npy_bool PyArray_CanCastTo \
       (PyArray_Descr *, PyArray_Descr *);
NPY_NO_EXPORT  int PyArray_ObjectType \
       (PyObject *, int);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrFromObject \
       (PyObject *, PyArray_Descr *);
NPY_NO_EXPORT  PyArrayObject ** PyArray_ConvertToCommonType \
       (PyObject *, int *);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrFromScalar \
       (PyObject *);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrFromTypeObject \
       (PyObject *);
NPY_NO_EXPORT  npy_intp PyArray_Size \
       (PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_Scalar \
       (void *, PyArray_Descr *, PyObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromScalar \
       (PyObject *, PyArray_Descr *);
NPY_NO_EXPORT  void PyArray_ScalarAsCtype \
       (PyObject *, void *);
NPY_NO_EXPORT  int PyArray_CastScalarToCtype \
       (PyObject *, void *, PyArray_Descr *);
NPY_NO_EXPORT  int PyArray_CastScalarDirect \
       (PyObject *, PyArray_Descr *, void *, int);
NPY_NO_EXPORT  PyObject * PyArray_ScalarFromObject \
       (PyObject *);
NPY_NO_EXPORT  PyArray_VectorUnaryFunc * PyArray_GetCastFunc \
       (PyArray_Descr *, int);
NPY_NO_EXPORT  PyObject * PyArray_FromDims \
       (int NPY_UNUSED(nd), int *NPY_UNUSED(d), int NPY_UNUSED(type));
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(3) PyObject * PyArray_FromDimsAndDataAndDescr \
       (int NPY_UNUSED(nd), int *NPY_UNUSED(d), PyArray_Descr *, char *NPY_UNUSED(data));
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromAny \
       (PyObject *, PyArray_Descr *, int, int, int, PyObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(1) PyObject * PyArray_EnsureArray \
       (PyObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(1) PyObject * PyArray_EnsureAnyArray \
       (PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_FromFile \
       (FILE *, PyArray_Descr *, npy_intp, char *);
NPY_NO_EXPORT  PyObject * PyArray_FromString \
       (char *, npy_intp, PyArray_Descr *, npy_intp, char *);
NPY_NO_EXPORT  PyObject * PyArray_FromBuffer \
       (PyObject *, PyArray_Descr *, npy_intp, npy_intp);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromIter \
       (PyObject *, PyArray_Descr *, npy_intp);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(1) PyObject * PyArray_Return \
       (PyArrayObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(2) PyObject * PyArray_GetField \
       (PyArrayObject *, PyArray_Descr *, int);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(2) int PyArray_SetField \
       (PyArrayObject *, PyArray_Descr *, int, PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_Byteswap \
       (PyArrayObject *, npy_bool);
NPY_NO_EXPORT  PyObject * PyArray_Resize \
       (PyArrayObject *, PyArray_Dims *, int, NPY_ORDER NPY_UNUSED(order));
NPY_NO_EXPORT  int PyArray_MoveInto \
       (PyArrayObject *, PyArrayObject *);
NPY_NO_EXPORT  int PyArray_CopyInto \
       (PyArrayObject *, PyArrayObject *);
NPY_NO_EXPORT  int PyArray_CopyAnyInto \
       (PyArrayObject *, PyArrayObject *);
NPY_NO_EXPORT  int PyArray_CopyObject \
       (PyArrayObject *, PyObject *);
NPY_NO_EXPORT NPY_GCC_NONNULL(1) PyObject * PyArray_NewCopy \
       (PyArrayObject *, NPY_ORDER);
NPY_NO_EXPORT  PyObject * PyArray_ToList \
       (PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_ToString \
       (PyArrayObject *, NPY_ORDER);
NPY_NO_EXPORT  int PyArray_ToFile \
       (PyArrayObject *, FILE *, char *, char *);
NPY_NO_EXPORT  int PyArray_Dump \
       (PyObject *, PyObject *, int);
NPY_NO_EXPORT  PyObject * PyArray_Dumps \
       (PyObject *, int);
NPY_NO_EXPORT  int PyArray_ValidType \
       (int);
NPY_NO_EXPORT  void PyArray_UpdateFlags \
       (PyArrayObject *, int);
NPY_NO_EXPORT NPY_GCC_NONNULL(1) PyObject * PyArray_New \
       (PyTypeObject *, int, npy_intp const *, int, npy_intp const *, void *, int, int, PyObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) NPY_GCC_NONNULL(1) NPY_GCC_NONNULL(2) PyObject * PyArray_NewFromDescr \
       (PyTypeObject *, PyArray_Descr *, int, npy_intp const *, npy_intp const *, void *, int, PyObject *);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrNew \
       (PyArray_Descr *);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrNewFromType \
       (int);
NPY_NO_EXPORT  double PyArray_GetPriority \
       (PyObject *, double);
NPY_NO_EXPORT  PyObject * PyArray_IterNew \
       (PyObject *);
NPY_NO_EXPORT  PyObject* PyArray_MultiIterNew \
       (int, ...);
NPY_NO_EXPORT  int PyArray_PyIntAsInt \
       (PyObject *);
NPY_NO_EXPORT  npy_intp PyArray_PyIntAsIntp \
       (PyObject *);
NPY_NO_EXPORT  int PyArray_Broadcast \
       (PyArrayMultiIterObject *);
NPY_NO_EXPORT  void PyArray_FillObjectArray \
       (PyArrayObject *, PyObject *);
NPY_NO_EXPORT  int PyArray_FillWithScalar \
       (PyArrayObject *, PyObject *);
NPY_NO_EXPORT  npy_bool PyArray_CheckStrides \
       (int, int, npy_intp, npy_intp, npy_intp const *, npy_intp const *);
NPY_NO_EXPORT  PyArray_Descr * PyArray_DescrNewByteorder \
       (PyArray_Descr *, char);
NPY_NO_EXPORT  PyObject * PyArray_IterAllButAxis \
       (PyObject *, int *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_CheckFromAny \
       (PyObject *, PyArray_Descr *, int, int, int, PyObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_FromArray \
       (PyArrayObject *, PyArray_Descr *, int);
NPY_NO_EXPORT  PyObject * PyArray_FromInterface \
       (PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_FromStructInterface \
       (PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_FromArrayAttr \
       (PyObject *, PyArray_Descr *, PyObject *);
NPY_NO_EXPORT  NPY_SCALARKIND PyArray_ScalarKind \
       (int, PyArrayObject **);
NPY_NO_EXPORT  int PyArray_CanCoerceScalar \
       (int, int, NPY_SCALARKIND);
NPY_NO_EXPORT  PyObject * PyArray_NewFlagsObject \
       (PyObject *);
NPY_NO_EXPORT  npy_bool PyArray_CanCastScalar \
       (PyTypeObject *, PyTypeObject *);
NPY_NO_EXPORT  int PyArray_CompareUCS4 \
       (npy_ucs4 const *, npy_ucs4 const *, size_t);
NPY_NO_EXPORT  int PyArray_RemoveSmallest \
       (PyArrayMultiIterObject *);
NPY_NO_EXPORT  int PyArray_ElementStrides \
       (PyObject *);
NPY_NO_EXPORT  void PyArray_Item_INCREF \
       (char *, PyArray_Descr *);
NPY_NO_EXPORT  void PyArray_Item_XDECREF \
       (char *, PyArray_Descr *);
NPY_NO_EXPORT  PyObject * PyArray_FieldNames \
       (PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_Transpose \
       (PyArrayObject *, PyArray_Dims *);
NPY_NO_EXPORT  PyObject * PyArray_TakeFrom \
       (PyArrayObject *, PyObject *, int, PyArrayObject *, NPY_CLIPMODE);
NPY_NO_EXPORT  PyObject * PyArray_PutTo \
       (PyArrayObject *, PyObject*, PyObject *, NPY_CLIPMODE);
NPY_NO_EXPORT  PyObject * PyArray_PutMask \
       (PyArrayObject *, PyObject*, PyObject*);
NPY_NO_EXPORT  PyObject * PyArray_Repeat \
       (PyArrayObject *, PyObject *, int);
NPY_NO_EXPORT  PyObject * PyArray_Choose \
       (PyArrayObject *, PyObject *, PyArrayObject *, NPY_CLIPMODE);
NPY_NO_EXPORT  int PyArray_Sort \
       (PyArrayObject *, int, NPY_SORTKIND);
NPY_NO_EXPORT  PyObject * PyArray_ArgSort \
       (PyArrayObject *, int, NPY_SORTKIND);
NPY_NO_EXPORT  PyObject * PyArray_SearchSorted \
       (PyArrayObject *, PyObject *, NPY_SEARCHSIDE, PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_ArgMax \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_ArgMin \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Reshape \
       (PyArrayObject *, PyObject *);
NPY_NO_EXPORT  PyObject * PyArray_Newshape \
       (PyArrayObject *, PyArray_Dims *, NPY_ORDER);
NPY_NO_EXPORT  PyObject * PyArray_Squeeze \
       (PyArrayObject *);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(2) PyObject * PyArray_View \
       (PyArrayObject *, PyArray_Descr *, PyTypeObject *);
NPY_NO_EXPORT  PyObject * PyArray_SwapAxes \
       (PyArrayObject *, int, int);
NPY_NO_EXPORT  PyObject * PyArray_Max \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Min \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Ptp \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Mean \
       (PyArrayObject *, int, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Trace \
       (PyArrayObject *, int, int, int, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Diagonal \
       (PyArrayObject *, int, int, int);
NPY_NO_EXPORT  PyObject * PyArray_Clip \
       (PyArrayObject *, PyObject *, PyObject *, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Conjugate \
       (PyArrayObject *, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Nonzero \
       (PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Std \
       (PyArrayObject *, int, int, PyArrayObject *, int);
NPY_NO_EXPORT  PyObject * PyArray_Sum \
       (PyArrayObject *, int, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_CumSum \
       (PyArrayObject *, int, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Prod \
       (PyArrayObject *, int, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_CumProd \
       (PyArrayObject *, int, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_All \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Any \
       (PyArrayObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Compress \
       (PyArrayObject *, PyObject *, int, PyArrayObject *);
NPY_NO_EXPORT  PyObject * PyArray_Flatten \
       (PyArrayObject *, NPY_ORDER);
NPY_NO_EXPORT  PyObject * PyArray_Ravel \
       (PyArrayObject *, NPY_ORDER);
NPY_NO_EXPORT  npy_intp PyArray_MultiplyList \
       (npy_intp const *, int);
NPY_NO_EXPORT  int PyArray_MultiplyIntList \
       (int const *, int);
NPY_NO_EXPORT  void * PyArray_GetPtr \
       (PyArrayObject *, npy_intp const*);
NPY_NO_EXPORT  int PyArray_CompareLists \
       (npy_intp const *, npy_intp const *, int);
NPY_NO_EXPORT NPY_STEALS_REF_TO_ARG(5) int PyArray_AsCArray \
       (PyObject **, void *, npy_intp *, int, PyArray_Descr*);
NPY_NO_EXPORT  int PyArray_As1D \
       (PyObject **NPY_UNUSED(op), char **NPY_UNUSED(ptr), int *NPY_UNUSED(d1), int NPY_UNUSED(typecode));
NPY_NO_EXPORT  int PyArray_As2D \
       (PyObject **NPY_UNUSED(op), char ***NPY_UNUSED(ptr), int *NPY_UNUSED(d1), int *NPY_UNUSED(d2), int NPY_UNUSED(typecode));
NPY_NO_EXPORT  int PyArray_Free \
       (PyObject *, void *);
NPY_NO_EXPORT  int PyArray_Converter \